{
  "dataset": "QA hiring cost",
  "version": "1.0",
  "formulaVersion": "1.0",
  "computedOn": "2026-10-17",
  "fxDate": "2026-10-07",
  "licence": "CC BY 4.0",
  "records": [
    {
      "key": "united-states/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "united-states",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "A",
        "n": 3,
        "spread": 0.09,
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer",
          "united-states-sal-indeed-junior-qa-engineer",
          "united-states-sal-builtin-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 67988,
              "median": 69619,
              "p75": 74136
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer",
              "united-states-sal-indeed-junior-qa-engineer",
              "united-states-sal-builtin-qa-engineer"
            ],
            "note": "3 sources, spread 9%",
            "usd": {
              "p25": 67988,
              "median": 69619,
              "p75": 74136
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6235.7068,
              "median": 6384.2909,
              "p75": 6795.7896
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 6235.7068,
              "median": 6384.2909,
              "p75": 6795.7896
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4079.28,
              "median": 5569.52,
              "p75": 7413.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4079.28,
              "median": 5569.52,
              "p75": 7413.6
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2854.758,
              "median": 2923.2035,
              "p75": 3112.7611
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer",
              "united-states-sal-indeed-junior-qa-engineer",
              "united-states-sal-builtin-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2854.758,
              "median": 2923.2035,
              "p75": 3112.7611
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 82111.4948,
            "median": 85626.3044,
            "p75": 92860.8207
          },
          "firstYear": {
            "p25": 92512.5517,
            "median": 98365.3896,
            "p75": 108650.3624
          },
          "monthly": {
            "p25": 6842.6246,
            "median": 7135.5254,
            "p75": 7738.4017
          },
          "hourly": {
            "p25": 42.3255,
            "median": 44.1373,
            "p75": 47.8664
          }
        },
        "usd": {
          "annual": {
            "p25": 82111.4948,
            "median": 85626.3044,
            "p75": 92860.8207
          },
          "firstYear": {
            "p25": 92512.5517,
            "median": 98365.3896,
            "p75": 108650.3624
          },
          "monthly": {
            "p25": 6842.6246,
            "median": 7135.5254,
            "p75": 7738.4017
          },
          "hourly": {
            "p25": 42.3255,
            "median": 44.1373,
            "p75": 47.8664
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer",
          "united-states-sal-indeed-junior-qa-engineer",
          "united-states-sal-builtin-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 67988,
              "median": 69619,
              "p75": 74136
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer",
              "united-states-sal-indeed-junior-qa-engineer",
              "united-states-sal-builtin-qa-engineer"
            ],
            "note": "3 sources, spread 9%",
            "usd": {
              "p25": 67988,
              "median": 69619,
              "p75": 74136
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6235.7068,
              "median": 6384.2909,
              "p75": 6795.7896
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 6235.7068,
              "median": 6384.2909,
              "p75": 6795.7896
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4079.28,
              "median": 5569.52,
              "p75": 7413.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4079.28,
              "median": 5569.52,
              "p75": 7413.6
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2854.758,
              "median": 2923.2035,
              "p75": 3112.7611
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer",
              "united-states-sal-indeed-junior-qa-engineer",
              "united-states-sal-builtin-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2854.758,
              "median": 2923.2035,
              "p75": 3112.7611
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 88099.4948,
            "median": 93414.3044,
            "p75": 101248.8207
          },
          "firstYear": {
            "p25": 98500.5517,
            "median": 106153.3896,
            "p75": 117038.3624
          },
          "monthly": {
            "p25": 7341.6246,
            "median": 7784.5254,
            "p75": 8437.4017
          },
          "hourly": {
            "p25": 45.4121,
            "median": 48.1517,
            "p75": 52.1901
          }
        },
        "usd": {
          "annual": {
            "p25": 88099.4948,
            "median": 93414.3044,
            "p75": 101248.8207
          },
          "firstYear": {
            "p25": 98500.5517,
            "median": 106153.3896,
            "p75": 117038.3624
          },
          "monthly": {
            "p25": 7341.6246,
            "median": 7784.5254,
            "p75": 8437.4017
          },
          "hourly": {
            "p25": 45.4121,
            "median": 48.1517,
            "p75": 52.1901
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer",
          "united-states-sal-indeed-junior-qa-engineer",
          "united-states-sal-builtin-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 70 to 90 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "usd": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "united-states-sal-payscale-qa-engineer",
        "united-states-sal-indeed-junior-qa-engineer",
        "united-states-sal-builtin-qa-engineer",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "united-states/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "united-states",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.253,
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer-early",
          "united-states-sal-builtin-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 69274.63,
              "median": 88677.5,
              "p75": 98641
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer-early",
              "united-states-sal-builtin-qa-engineer"
            ],
            "note": "2 sources, spread 25%",
            "usd": {
              "p25": 69274.63,
              "median": 88677.5,
              "p75": 98641
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6352.9188,
              "median": 8120.5203,
              "p75": 9028.1951
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 6352.9188,
              "median": 8120.5203,
              "p75": 9028.1951
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4156.4778,
              "median": 7094.2,
              "p75": 9864.1
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4156.4778,
              "median": 7094.2,
              "p75": 9864.1
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1745.2511,
              "median": 2233.8005,
              "p75": 2484.6737
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer-early",
              "united-states-sal-builtin-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1745.2511,
              "median": 2233.8005,
              "p75": 2484.6737
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 82483.0277,
            "median": 107256.3108,
            "p75": 121420.6388
          },
          "firstYear": {
            "p25": 91335.6211,
            "median": 121248.3115,
            "p75": 139943.7994
          },
          "monthly": {
            "p25": 6873.5856,
            "median": 8938.0259,
            "p75": 10118.3866
          },
          "hourly": {
            "p25": 42.517,
            "median": 55.2868,
            "p75": 62.588
          }
        },
        "usd": {
          "annual": {
            "p25": 82483.0277,
            "median": 107256.3108,
            "p75": 121420.6388
          },
          "firstYear": {
            "p25": 91335.6211,
            "median": 121248.3115,
            "p75": 139943.7994
          },
          "monthly": {
            "p25": 6873.5856,
            "median": 8938.0259,
            "p75": 10118.3866
          },
          "hourly": {
            "p25": 42.517,
            "median": 55.2868,
            "p75": 62.588
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer-early",
          "united-states-sal-builtin-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 69274.63,
              "median": 88677.5,
              "p75": 98641
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer-early",
              "united-states-sal-builtin-qa-engineer"
            ],
            "note": "2 sources, spread 25%",
            "usd": {
              "p25": 69274.63,
              "median": 88677.5,
              "p75": 98641
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6352.9188,
              "median": 8120.5203,
              "p75": 9028.1951
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 6352.9188,
              "median": 8120.5203,
              "p75": 9028.1951
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4156.4778,
              "median": 7094.2,
              "p75": 9864.1
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4156.4778,
              "median": 7094.2,
              "p75": 9864.1
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1745.2511,
              "median": 2233.8005,
              "p75": 2484.6737
            },
            "sourceIds": [
              "united-states-sal-payscale-qa-engineer-early",
              "united-states-sal-builtin-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1745.2511,
              "median": 2233.8005,
              "p75": 2484.6737
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 88471.0277,
            "median": 115044.3108,
            "p75": 129808.6388
          },
          "firstYear": {
            "p25": 97323.6211,
            "median": 129036.3115,
            "p75": 148331.7994
          },
          "monthly": {
            "p25": 7372.5856,
            "median": 9587.0259,
            "p75": 10817.3866
          },
          "hourly": {
            "p25": 45.6036,
            "median": 59.3012,
            "p75": 66.9117
          }
        },
        "usd": {
          "annual": {
            "p25": 88471.0277,
            "median": 115044.3108,
            "p75": 129808.6388
          },
          "firstYear": {
            "p25": 97323.6211,
            "median": 129036.3115,
            "p75": 148331.7994
          },
          "monthly": {
            "p25": 7372.5856,
            "median": 9587.0259,
            "p75": 10817.3866
          },
          "hourly": {
            "p25": 45.6036,
            "median": 59.3012,
            "p75": 66.9117
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-qa-engineer-early",
          "united-states-sal-builtin-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 70 to 90 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "usd": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "united-states-sal-payscale-qa-engineer-early",
        "united-states-sal-builtin-qa-engineer",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "united-states/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "united-states",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.08,
        "sourceIds": [
          "united-states-sal-payscale-senior-qa-test-automation",
          "united-states-sal-ziprecruiter-senior-qa-automation"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 94904.87,
              "median": 112826,
              "p75": 125255.39
            },
            "sourceIds": [
              "united-states-sal-payscale-senior-qa-test-automation",
              "united-states-sal-ziprecruiter-senior-qa-automation"
            ],
            "note": "2 sources, spread 8%",
            "usd": {
              "p25": 94904.87,
              "median": 112826,
              "p75": 125255.39
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8687.8337,
              "median": 10320.4486,
              "p75": 11452.766
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 8687.8337,
              "median": 10320.4486,
              "p75": 11452.766
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 5694.2922,
              "median": 9026.08,
              "p75": 12525.539
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5694.2922,
              "median": 9026.08,
              "p75": 12525.539
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1593.7339,
              "median": 1894.5607,
              "p75": 2103.2024
            },
            "sourceIds": [
              "united-states-sal-payscale-senior-qa-test-automation",
              "united-states-sal-ziprecruiter-senior-qa-automation",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1593.7339,
              "median": 1894.5607,
              "p75": 2103.2024
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 113502.4798,
            "median": 136985.3793,
            "p75": 154839.5674
          },
          "firstYear": {
            "p25": 124434.519,
            "median": 153366.3405,
            "p75": 176782.6795
          },
          "monthly": {
            "p25": 9458.54,
            "median": 11415.4483,
            "p75": 12903.2973
          },
          "hourly": {
            "p25": 58.5064,
            "median": 70.611,
            "p75": 79.8142
          }
        },
        "usd": {
          "annual": {
            "p25": 113502.4798,
            "median": 136985.3793,
            "p75": 154839.5674
          },
          "firstYear": {
            "p25": 124434.519,
            "median": 153366.3405,
            "p75": 176782.6795
          },
          "monthly": {
            "p25": 9458.54,
            "median": 11415.4483,
            "p75": 12903.2973
          },
          "hourly": {
            "p25": 58.5064,
            "median": 70.611,
            "p75": 79.8142
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-senior-qa-test-automation",
          "united-states-sal-ziprecruiter-senior-qa-automation",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 94904.87,
              "median": 112826,
              "p75": 125255.39
            },
            "sourceIds": [
              "united-states-sal-payscale-senior-qa-test-automation",
              "united-states-sal-ziprecruiter-senior-qa-automation"
            ],
            "note": "2 sources, spread 8%",
            "usd": {
              "p25": 94904.87,
              "median": 112826,
              "p75": 125255.39
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8687.8337,
              "median": 10320.4486,
              "p75": 11452.766
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 8687.8337,
              "median": 10320.4486,
              "p75": 11452.766
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 5694.2922,
              "median": 9026.08,
              "p75": 12525.539
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5694.2922,
              "median": 9026.08,
              "p75": 12525.539
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1593.7339,
              "median": 1894.5607,
              "p75": 2103.2024
            },
            "sourceIds": [
              "united-states-sal-payscale-senior-qa-test-automation",
              "united-states-sal-ziprecruiter-senior-qa-automation",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1593.7339,
              "median": 1894.5607,
              "p75": 2103.2024
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 119490.4798,
            "median": 144773.3793,
            "p75": 163227.5674
          },
          "firstYear": {
            "p25": 130422.519,
            "median": 161154.3405,
            "p75": 185170.6795
          },
          "monthly": {
            "p25": 9957.54,
            "median": 12064.4483,
            "p75": 13602.2973
          },
          "hourly": {
            "p25": 61.593,
            "median": 74.6255,
            "p75": 84.1379
          }
        },
        "usd": {
          "annual": {
            "p25": 119490.4798,
            "median": 144773.3793,
            "p75": 163227.5674
          },
          "firstYear": {
            "p25": 130422.519,
            "median": 161154.3405,
            "p75": 185170.6795
          },
          "monthly": {
            "p25": 9957.54,
            "median": 12064.4483,
            "p75": 13602.2973
          },
          "hourly": {
            "p25": 61.593,
            "median": 74.6255,
            "p75": 84.1379
          }
        },
        "sourceIds": [
          "united-states-sal-payscale-senior-qa-test-automation",
          "united-states-sal-ziprecruiter-senior-qa-automation",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 192000,
              "median": 211200,
              "p75": 230400
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 100 to 120 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 192000,
              "median": 211200,
              "p75": 230400
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 16000,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 100,
            "median": 110,
            "p75": 120
          }
        },
        "usd": {
          "annual": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 16000,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 100,
            "median": 110,
            "p75": 120
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "united-states-sal-payscale-senior-qa-test-automation",
        "united-states-sal-ziprecruiter-senior-qa-automation",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "canada/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "canada",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "CAD",
      "fx": {
        "perUSD": 1.425338,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.105,
        "sourceIds": [
          "canada-sal-payscale-senior-qa-test-automation",
          "canada-sal-glassdoor-senior-qa-automation-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1788,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 77792.64,
              "median": 94288.185,
              "p75": 99378.79
            },
            "sourceIds": [
              "canada-sal-payscale-senior-qa-test-automation",
              "canada-sal-glassdoor-senior-qa-automation-engineer"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 54578.3807,
              "median": 66151.4567,
              "p75": 69722.964
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8404.2596,
              "median": 9217.1123,
              "p75": 9378.9935
            },
            "sourceIds": [
              "canada-stat-cra-cpp-2026",
              "canada-stat-esdc-cpp-2026",
              "canada-stat-canada-cpp-contributions",
              "canada-stat-cra-ei-2026",
              "canada-stat-ontario-eht",
              "canada-stat-revenu-quebec-hsf",
              "canada-stat-pwc-other-taxes",
              "canada-stat-awcbc-2026"
            ],
            "detail": [
              {
                "label": "Canada Pension Plan (base + first additional), employer share",
                "value": "5.95%, capped at CAD 74,600 a year, on earnings above CAD 3,500 a year",
                "sourceIds": [
                  "canada-stat-cra-cpp-2026",
                  "canada-stat-esdc-cpp-2026",
                  "canada-stat-canada-cpp-contributions"
                ]
              },
              {
                "label": "CPP second additional contribution (CPP2), employer share",
                "value": "4%, capped at CAD 85,000 a year, on earnings above CAD 74,600 a year",
                "sourceIds": [
                  "canada-stat-esdc-cpp-2026",
                  "canada-stat-canada-cpp-contributions"
                ]
              },
              {
                "label": "Employment Insurance premium, employer share",
                "value": "2.282%, capped at CAD 68,900 a year",
                "sourceIds": [
                  "canada-stat-cra-ei-2026"
                ]
              },
              {
                "label": "Provincial employer health / payroll tax",
                "value": "1.95%, varies 0% to 4.26%",
                "sourceIds": [
                  "canada-stat-ontario-eht",
                  "canada-stat-revenu-quebec-hsf",
                  "canada-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Provincial workers' compensation assessment",
                "value": "1.23%, varies 0.95% to 2.65%",
                "sourceIds": [
                  "canada-stat-awcbc-2026"
                ]
              }
            ],
            "usd": {
              "p25": 5896.3274,
              "median": 6466.6151,
              "p75": 6580.1891
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "canada-stat-ontario-esa-vacation",
              "canada-stat-ontario-esa-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3736.8799,
              "median": 4159.5496,
              "p75": 4992.4887
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4667.5584,
              "median": 7543.0548,
              "p75": 9937.879
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3274.7028,
              "median": 5292.1165,
              "p75": 6972.2964
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1326.1061,
              "median": 1592.3892,
              "p75": 1673.1967
            },
            "sourceIds": [
              "canada-sal-payscale-senior-qa-test-automation",
              "canada-sal-glassdoor-senior-qa-automation-engineer",
              "canada-stat-cra-cpp-2026",
              "canada-stat-esdc-cpp-2026",
              "canada-stat-canada-cpp-contributions",
              "canada-stat-cra-ei-2026",
              "canada-stat-ontario-eht",
              "canada-stat-revenu-quebec-hsf",
              "canada-stat-pwc-other-taxes",
              "canada-stat-awcbc-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 930.3801,
              "median": 1117.2011,
              "p75": 1173.8947
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95927.444,
            "median": 116800.2909,
            "p75": 125361.3479
          },
          "firstYear": {
            "p25": 104917.9409,
            "median": 130503.4569,
            "p75": 142777.9614
          },
          "monthly": {
            "p25": 7993.9537,
            "median": 9733.3576,
            "p75": 10446.779
          },
          "hourly": {
            "p25": 53.6507,
            "median": 65.3245,
            "p75": 70.1126
          }
        },
        "usd": {
          "annual": {
            "p25": 67301.5411,
            "median": 81945.6795,
            "p75": 87952.0141
          },
          "firstYear": {
            "p25": 73609.1656,
            "median": 91559.656,
            "p75": 100171.3007
          },
          "monthly": {
            "p25": 5608.4618,
            "median": 6828.8066,
            "p75": 7329.3345
          },
          "hourly": {
            "p25": 37.6407,
            "median": 45.8309,
            "p75": 49.1902
          }
        },
        "sourceIds": [
          "canada-sal-payscale-senior-qa-test-automation",
          "canada-sal-glassdoor-senior-qa-automation-engineer",
          "canada-stat-cra-cpp-2026",
          "canada-stat-esdc-cpp-2026",
          "canada-stat-canada-cpp-contributions",
          "canada-stat-cra-ei-2026",
          "canada-stat-ontario-eht",
          "canada-stat-revenu-quebec-hsf",
          "canada-stat-pwc-other-taxes",
          "canada-stat-awcbc-2026",
          "canada-stat-ontario-esa-vacation",
          "canada-stat-ontario-esa-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 77792.64,
              "median": 94288.185,
              "p75": 99378.79
            },
            "sourceIds": [
              "canada-sal-payscale-senior-qa-test-automation",
              "canada-sal-glassdoor-senior-qa-automation-engineer"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 54578.3807,
              "median": 66151.4567,
              "p75": 69722.964
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8404.2596,
              "median": 9217.1123,
              "p75": 9378.9935
            },
            "sourceIds": [
              "canada-stat-cra-cpp-2026",
              "canada-stat-esdc-cpp-2026",
              "canada-stat-canada-cpp-contributions",
              "canada-stat-cra-ei-2026",
              "canada-stat-ontario-eht",
              "canada-stat-revenu-quebec-hsf",
              "canada-stat-pwc-other-taxes",
              "canada-stat-awcbc-2026"
            ],
            "detail": [
              {
                "label": "Canada Pension Plan (base + first additional), employer share",
                "value": "5.95%, capped at CAD 74,600 a year, on earnings above CAD 3,500 a year",
                "sourceIds": [
                  "canada-stat-cra-cpp-2026",
                  "canada-stat-esdc-cpp-2026",
                  "canada-stat-canada-cpp-contributions"
                ]
              },
              {
                "label": "CPP second additional contribution (CPP2), employer share",
                "value": "4%, capped at CAD 85,000 a year, on earnings above CAD 74,600 a year",
                "sourceIds": [
                  "canada-stat-esdc-cpp-2026",
                  "canada-stat-canada-cpp-contributions"
                ]
              },
              {
                "label": "Employment Insurance premium, employer share",
                "value": "2.282%, capped at CAD 68,900 a year",
                "sourceIds": [
                  "canada-stat-cra-ei-2026"
                ]
              },
              {
                "label": "Provincial employer health / payroll tax",
                "value": "1.95%, varies 0% to 4.26%",
                "sourceIds": [
                  "canada-stat-ontario-eht",
                  "canada-stat-revenu-quebec-hsf",
                  "canada-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Provincial workers' compensation assessment",
                "value": "1.23%, varies 0.95% to 2.65%",
                "sourceIds": [
                  "canada-stat-awcbc-2026"
                ]
              }
            ],
            "usd": {
              "p25": 5896.3274,
              "median": 6466.6151,
              "p75": 6580.1891
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "canada-stat-ontario-esa-vacation",
              "canada-stat-ontario-esa-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 8534.9239,
              "median": 11100.5323,
              "p75": 11955.7351
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3736.8799,
              "median": 4159.5496,
              "p75": 4992.4887
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4667.5584,
              "median": 7543.0548,
              "p75": 9937.879
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3274.7028,
              "median": 5292.1165,
              "p75": 6972.2964
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1326.1061,
              "median": 1592.3892,
              "p75": 1673.1967
            },
            "sourceIds": [
              "canada-sal-payscale-senior-qa-test-automation",
              "canada-sal-glassdoor-senior-qa-automation-engineer",
              "canada-stat-cra-cpp-2026",
              "canada-stat-esdc-cpp-2026",
              "canada-stat-canada-cpp-contributions",
              "canada-stat-cra-ei-2026",
              "canada-stat-ontario-eht",
              "canada-stat-revenu-quebec-hsf",
              "canada-stat-pwc-other-taxes",
              "canada-stat-awcbc-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 930.3801,
              "median": 1117.2011,
              "p75": 1173.8947
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 104462.3679,
            "median": 127900.8232,
            "p75": 137317.083
          },
          "firstYear": {
            "p25": 113452.8648,
            "median": 141603.9892,
            "p75": 154733.6965
          },
          "monthly": {
            "p25": 8705.1973,
            "median": 10658.4019,
            "p75": 11443.0903
          },
          "hourly": {
            "p25": 58.4241,
            "median": 71.5329,
            "p75": 76.7993
          }
        },
        "usd": {
          "annual": {
            "p25": 73289.5411,
            "median": 89733.6795,
            "p75": 96340.0141
          },
          "firstYear": {
            "p25": 79597.1656,
            "median": 99347.6559,
            "p75": 108559.3007
          },
          "monthly": {
            "p25": 6107.4617,
            "median": 7477.8066,
            "p75": 8028.3345
          },
          "hourly": {
            "p25": 40.9896,
            "median": 50.1866,
            "p75": 53.8815
          }
        },
        "sourceIds": [
          "canada-sal-payscale-senior-qa-test-automation",
          "canada-sal-glassdoor-senior-qa-automation-engineer",
          "canada-stat-cra-cpp-2026",
          "canada-stat-esdc-cpp-2026",
          "canada-stat-canada-cpp-contributions",
          "canada-stat-cra-ei-2026",
          "canada-stat-ontario-eht",
          "canada-stat-revenu-quebec-hsf",
          "canada-stat-pwc-other-taxes",
          "canada-stat-awcbc-2026",
          "canada-stat-ontario-esa-vacation",
          "canada-stat-ontario-esa-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 273664.896,
              "median": 301031.3856,
              "p75": 328397.8752
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 100 to 120 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 192000,
              "median": 211200,
              "p75": 230400
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 273664.896,
            "median": 301031.3856,
            "p75": 328397.8752
          },
          "firstYear": {
            "p25": 273664.896,
            "median": 301031.3856,
            "p75": 328397.8752
          },
          "monthly": {
            "p25": 22805.408,
            "median": 25085.9488,
            "p75": 27366.4896
          },
          "hourly": {
            "p25": 142.5338,
            "median": 156.7872,
            "p75": 171.0406
          }
        },
        "usd": {
          "annual": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 16000,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 100,
            "median": 110,
            "p75": 120
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "canada-sal-payscale-senior-qa-test-automation",
        "canada-sal-glassdoor-senior-qa-automation-engineer",
        "canada-stat-cra-cpp-2026",
        "canada-stat-esdc-cpp-2026",
        "canada-stat-canada-cpp-contributions",
        "canada-stat-cra-ei-2026",
        "canada-stat-ontario-eht",
        "canada-stat-revenu-quebec-hsf",
        "canada-stat-pwc-other-taxes",
        "canada-stat-awcbc-2026",
        "canada-stat-ontario-esa-vacation",
        "canada-stat-ontario-esa-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "mexico/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "mexico",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "MXN",
      "fx": {
        "perUSD": 18.093943,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.059,
        "sourceIds": [
          "mexico-sal-jooble-junior-qa-tester",
          "mexico-sal-talently-qa"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1788,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 195372,
              "median": 201092.8842,
              "p75": 206813.7685
            },
            "sourceIds": [
              "mexico-sal-jooble-junior-qa-tester",
              "mexico-sal-talently-qa"
            ],
            "note": "2 sources, spread 6%",
            "usd": {
              "p25": 10797.6465,
              "median": 11113.8232,
              "p75": 11430
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 55493.8959,
              "median": 56904.4686,
              "p75": 58315.0413
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 3066.9874,
              "median": 3144.9457,
              "p75": 3222.904
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 9742.5504,
              "median": 10027.8318,
              "p75": 10313.1133
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 538.4426,
              "median": 554.2093,
              "p75": 569.976
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 11722.32,
              "median": 16087.4307,
              "p75": 20681.3768
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 647.8588,
              "median": 889.1059,
              "p75": 1143
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 10023.4018,
              "median": 10308.6609,
              "p75": 10593.9201
            },
            "sourceIds": [
              "mexico-sal-jooble-junior-qa-tester",
              "mexico-sal-talently-qa",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 553.9645,
              "median": 569.7299,
              "p75": 585.4954
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 299611.2662,
            "median": 314872.679,
            "p75": 332097.051
          },
          "firstYear": {
            "p25": 332229.8489,
            "median": 354466.8166,
            "p75": 379009.9965
          },
          "monthly": {
            "p25": 24967.6055,
            "median": 26239.3899,
            "p75": 27674.7543
          },
          "hourly": {
            "p25": 167.5678,
            "median": 176.1033,
            "p75": 185.7366
          }
        },
        "usd": {
          "annual": {
            "p25": 16558.6498,
            "median": 17402.1041,
            "p75": 18354.0454
          },
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            "p25": 18361.3847,
            "median": 19590.3578,
            "p75": 20946.7885
          },
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            "p25": 1379.8875,
            "median": 1450.1753,
            "p75": 1529.5038
          },
          "hourly": {
            "p25": 9.261,
            "median": 9.7327,
            "p75": 10.2651
          }
        },
        "sourceIds": [
          "mexico-sal-jooble-junior-qa-tester",
          "mexico-sal-talently-qa",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 195372,
              "median": 201092.8842,
              "p75": 206813.7685
            },
            "sourceIds": [
              "mexico-sal-jooble-junior-qa-tester",
              "mexico-sal-talently-qa"
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              "median": 11113.8232,
              "p75": 11430
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 55493.8959,
              "median": 56904.4686,
              "p75": 58315.0413
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 3066.9874,
              "median": 3144.9457,
              "p75": 3222.904
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 9742.5504,
              "median": 10027.8318,
              "p75": 10313.1133
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 538.4426,
              "median": 554.2093,
              "p75": 569.976
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 108346.5307,
              "median": 140915.6281,
              "p75": 151771.9939
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 11722.32,
              "median": 16087.4307,
              "p75": 20681.3768
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 647.8588,
              "median": 889.1059,
              "p75": 1143
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 10023.4018,
              "median": 10308.6609,
              "p75": 10593.9201
            },
            "sourceIds": [
              "mexico-sal-jooble-junior-qa-tester",
              "mexico-sal-talently-qa",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 553.9645,
              "median": 569.7299,
              "p75": 585.4954
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 407957.7969,
            "median": 455788.3071,
            "p75": 483869.0449
          },
          "firstYear": {
            "p25": 440576.3796,
            "median": 495382.4447,
            "p75": 530781.9904
          },
          "monthly": {
            "p25": 33996.4831,
            "median": 37982.3589,
            "p75": 40322.4204
          },
          "hourly": {
            "p25": 228.1643,
            "median": 254.9152,
            "p75": 270.6203
          }
        },
        "usd": {
          "annual": {
            "p25": 22546.6498,
            "median": 25190.1041,
            "p75": 26742.0454
          },
          "firstYear": {
            "p25": 24349.3847,
            "median": 27378.3578,
            "p75": 29334.7885
          },
          "monthly": {
            "p25": 1878.8875,
            "median": 2099.1753,
            "p75": 2228.5038
          },
          "hourly": {
            "p25": 12.61,
            "median": 14.0884,
            "p75": 14.9564
          }
        },
        "sourceIds": [
          "mexico-sal-jooble-junior-qa-tester",
          "mexico-sal-talently-qa",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 990100.561,
              "median": 1433040.2856,
              "p75": 1702278.1574
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 29 to 49 an hour, Latin America (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 54720,
              "median": 79200,
              "p75": 94080
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "firstYear": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "monthly": {
            "p25": 82508.3801,
            "median": 119420.0238,
            "p75": 141856.5131
          },
          "hourly": {
            "p25": 515.6774,
            "median": 746.3751,
            "p75": 886.6032
          }
        },
        "usd": {
          "annual": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "firstYear": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "monthly": {
            "p25": 4560,
            "median": 6600,
            "p75": 7840
          },
          "hourly": {
            "p25": 28.5,
            "median": 41.25,
            "p75": 49
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "mexico-sal-jooble-junior-qa-tester",
        "mexico-sal-talently-qa",
        "mexico-stat-elcontribuyente-cuotas-imss",
        "mexico-stat-inegi-uma-2026",
        "mexico-stat-praxium-cuotas-2026",
        "mexico-stat-pwc-corporate-other-taxes",
        "mexico-stat-forvismazars-isn-cdmx",
        "mexico-stat-lft-gobmx-2015",
        "mexico-stat-eor-remote",
        "mexico-stat-bhr-vacaciones-dignas-2022",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "mexico/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "mexico",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "MXN",
      "fx": {
        "perUSD": 18.093943,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.105,
        "sourceIds": [
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1788,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 243245,
              "median": 256024.3086,
              "p75": 268803.6172
            },
            "sourceIds": [
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 13443.449,
              "median": 14149.7245,
              "p75": 14856
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 67297.7261,
              "median": 70448.6627,
              "p75": 73599.5993
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 3719.3511,
              "median": 3893.4942,
              "p75": 4067.6374
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 12129.8173,
              "median": 12767.0789,
              "p75": 13404.3404
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 670.38,
              "median": 705.5996,
              "p75": 740.8192
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 14594.7,
              "median": 20481.9447,
              "p75": 26880.3617
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 806.6069,
              "median": 1131.978,
              "p75": 1485.6
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 7446.2895,
              "median": 7828.6165,
              "p75": 8210.9436
            },
            "sourceIds": [
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 411.5349,
              "median": 432.665,
              "p75": 453.7952
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 361970.631,
            "median": 388002.0142,
            "p75": 416278.6932
          },
          "firstYear": {
            "p25": 395032.1152,
            "median": 430467.8561,
            "p75": 468915.6513
          },
          "monthly": {
            "p25": 30164.2193,
            "median": 32333.5012,
            "p75": 34689.8911
          },
          "hourly": {
            "p25": 202.4444,
            "median": 217.0034,
            "p75": 232.8181
          }
        },
        "usd": {
          "annual": {
            "p25": 20005.0719,
            "median": 21443.7513,
            "p75": 23006.5218
          },
          "firstYear": {
            "p25": 21832.2847,
            "median": 23790.7158,
            "p75": 25915.6145
          },
          "monthly": {
            "p25": 1667.0893,
            "median": 1786.9793,
            "p75": 1917.2101
          },
          "hourly": {
            "p25": 11.1885,
            "median": 11.9932,
            "p75": 12.8672
          }
        },
        "sourceIds": [
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 243245,
              "median": 256024.3086,
              "p75": 268803.6172
            },
            "sourceIds": [
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 13443.449,
              "median": 14149.7245,
              "p75": 14856
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 67297.7261,
              "median": 70448.6627,
              "p75": 73599.5993
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 3719.3511,
              "median": 3893.4942,
              "p75": 4067.6374
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 12129.8173,
              "median": 12767.0789,
              "p75": 13404.3404
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 670.38,
              "median": 705.5996,
              "p75": 740.8192
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 108346.5307,
              "median": 140915.6281,
              "p75": 151771.9939
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 14594.7,
              "median": 20481.9447,
              "p75": 26880.3617
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 806.6069,
              "median": 1131.978,
              "p75": 1485.6
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 7446.2895,
              "median": 7828.6165,
              "p75": 8210.9436
            },
            "sourceIds": [
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 411.5349,
              "median": 432.665,
              "p75": 453.7952
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 470317.1617,
            "median": 528917.6423,
            "p75": 568050.6871
          },
          "firstYear": {
            "p25": 503378.6459,
            "median": 571383.4842,
            "p75": 620687.6452
          },
          "monthly": {
            "p25": 39193.0968,
            "median": 44076.4702,
            "p75": 47337.5573
          },
          "hourly": {
            "p25": 263.0409,
            "median": 295.8152,
            "p75": 317.7017
          }
        },
        "usd": {
          "annual": {
            "p25": 25993.0719,
            "median": 29231.7513,
            "p75": 31394.5218
          },
          "firstYear": {
            "p25": 27820.2847,
            "median": 31578.7158,
            "p75": 34303.6145
          },
          "monthly": {
            "p25": 2166.0893,
            "median": 2435.9793,
            "p75": 2616.2101
          },
          "hourly": {
            "p25": 14.5375,
            "median": 16.3489,
            "p75": 17.5585
          }
        },
        "sourceIds": [
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 990100.561,
              "median": 1433040.2856,
              "p75": 1702278.1574
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 29 to 49 an hour, Latin America (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 54720,
              "median": 79200,
              "p75": 94080
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "firstYear": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "monthly": {
            "p25": 82508.3801,
            "median": 119420.0238,
            "p75": 141856.5131
          },
          "hourly": {
            "p25": 515.6774,
            "median": 746.3751,
            "p75": 886.6032
          }
        },
        "usd": {
          "annual": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "firstYear": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "monthly": {
            "p25": 4560,
            "median": 6600,
            "p75": 7840
          },
          "hourly": {
            "p25": 28.5,
            "median": 41.25,
            "p75": 49
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "mexico-sal-talently-qa",
        "mexico-sal-salaryexpert-qa-tester",
        "mexico-stat-elcontribuyente-cuotas-imss",
        "mexico-stat-inegi-uma-2026",
        "mexico-stat-praxium-cuotas-2026",
        "mexico-stat-pwc-corporate-other-taxes",
        "mexico-stat-forvismazars-isn-cdmx",
        "mexico-stat-lft-gobmx-2015",
        "mexico-stat-eor-remote",
        "mexico-stat-bhr-vacaciones-dignas-2022",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "mexico/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "mexico",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "MXN",
      "fx": {
        "perUSD": 18.093943,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 5,
        "spread": 0.291,
        "sourceIds": [
          "mexico-sal-jooble-tester-senior",
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester",
          "mexico-sal-glassdoor-senior-qa-tester",
          "mexico-sal-computrabajo-tester-senior"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1788,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 325320,
              "median": 389136,
              "p75": 420000
            },
            "sourceIds": [
              "mexico-sal-jooble-tester-senior",
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-sal-glassdoor-senior-qa-tester",
              "mexico-sal-computrabajo-tester-senior"
            ],
            "note": "5 sources, spread 29%",
            "usd": {
              "p25": 17979.4973,
              "median": 21506.4234,
              "p75": 23212.1876
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 87534.5895,
              "median": 103269.4135,
              "p75": 110879.4111
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 4837.7841,
              "median": 5707.4024,
              "p75": 6127.985
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 16222.624,
              "median": 19404.9152,
              "p75": 20944
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 896.5776,
              "median": 1072.4536,
              "p75": 1157.5144
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 19519.2,
              "median": 31130.88,
              "p75": 42000
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1078.7698,
              "median": 1720.5139,
              "p75": 2321.2188
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 6601.1879,
              "median": 7874.0051,
              "p75": 8489.5909
            },
            "sourceIds": [
              "mexico-sal-jooble-tester-senior",
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-sal-glassdoor-senior-qa-tester",
              "mexico-sal-computrabajo-tester-senior",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 364.8286,
              "median": 435.1735,
              "p75": 469.1952
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 472454.6995,
            "median": 571266.6166,
            "p75": 627692.833
          },
          "firstYear": {
            "p25": 511635.2814,
            "median": 629773.9441,
            "p75": 703427.2194
          },
          "monthly": {
            "p25": 39371.225,
            "median": 47605.5514,
            "p75": 52307.7361
          },
          "hourly": {
            "p25": 264.2364,
            "median": 319.5003,
            "p75": 351.0586
          }
        },
        "usd": {
          "annual": {
            "p25": 26111.2075,
            "median": 31572.2569,
            "p75": 34690.771
          },
          "firstYear": {
            "p25": 28276.6051,
            "median": 34805.788,
            "p75": 38876.3919
          },
          "monthly": {
            "p25": 2175.934,
            "median": 2631.0214,
            "p75": 2890.8976
          },
          "hourly": {
            "p25": 14.6036,
            "median": 17.6579,
            "p75": 19.402
          }
        },
        "sourceIds": [
          "mexico-sal-jooble-tester-senior",
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester",
          "mexico-sal-glassdoor-senior-qa-tester",
          "mexico-sal-computrabajo-tester-senior",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 325320,
              "median": 389136,
              "p75": 420000
            },
            "sourceIds": [
              "mexico-sal-jooble-tester-senior",
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-sal-glassdoor-senior-qa-tester",
              "mexico-sal-computrabajo-tester-senior"
            ],
            "note": "5 sources, spread 29%",
            "usd": {
              "p25": 17979.4973,
              "median": 21506.4234,
              "p75": 23212.1876
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 87534.5895,
              "median": 103269.4135,
              "p75": 110879.4111
            },
            "sourceIds": [
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx"
            ],
            "detail": [
              {
                "label": "IMSS sickness and maternity, fixed quota (cuota fija)",
                "value": "MXN 8,734.9 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, excess over 3 UMA (excedente)",
                "value": "1.1%, capped at MXN 1,070,453.75 a year, on earnings above MXN 128,454.45 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss",
                  "mexico-stat-inegi-uma-2026"
                ]
              },
              {
                "label": "IMSS sickness and maternity, cash benefits (prestaciones en dinero)",
                "value": "0.7%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS medical expenses for pensioners (gastos medicos pensionados)",
                "value": "1.05%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS disability and life insurance (invalidez y vida)",
                "value": "1.75%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS childcare and social benefits (guarderias y prestaciones sociales)",
                "value": "1%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "IMSS occupational risk premium (riesgos de trabajo)",
                "value": "0.54355%, capped at MXN 1,070,453.75 a year, varies 0.5% to 15%",
                "sourceIds": [
                  "mexico-stat-praxium-cuotas-2026"
                ]
              },
              {
                "label": "Retirement (SAR retiro)",
                "value": "2%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Severance at old age and old-age pension (cesantia en edad avanzada y vejez), employer",
                "value": "7.513%, capped at MXN 1,070,453.75 a year, varies 3.15% to 7.513%",
                "sourceIds": [
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "Housing fund (INFONAVIT)",
                "value": "5%, capped at MXN 1,070,453.75 a year",
                "sourceIds": [
                  "mexico-stat-pwc-corporate-other-taxes",
                  "mexico-stat-elcontribuyente-cuotas-imss"
                ]
              },
              {
                "label": "State payroll tax (impuesto sobre nominas)",
                "value": "4%",
                "sourceIds": [
                  "mexico-stat-forvismazars-isn-cdmx"
                ]
              }
            ],
            "usd": {
              "p25": 4837.7841,
              "median": 5707.4024,
              "p75": 6127.985
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 16222.624,
              "median": 19404.9152,
              "p75": 20944
            },
            "sourceIds": [
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "detail": [
              {
                "label": "Christmas bonus (aguinaldo), 15 days' salary",
                "value": "0.5 extra monthly salaries",
                "sourceIds": [
                  "mexico-stat-lft-gobmx-2015",
                  "mexico-stat-eor-remote"
                ]
              },
              {
                "label": "Vacation premium (prima vacacional), 25% of vacation pay",
                "value": "0.82% of salary",
                "sourceIds": [
                  "mexico-stat-bhr-vacaciones-dignas-2022",
                  "mexico-stat-eor-remote"
                ]
              }
            ],
            "usd": {
              "p25": 896.5776,
              "median": 1072.4536,
              "p75": 1157.5144
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 108346.5307,
              "median": 140915.6281,
              "p75": 151771.9939
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 17257.0981,
              "median": 20451.4028,
              "p75": 25379.831
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 19519.2,
              "median": 31130.88,
              "p75": 42000
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1078.7698,
              "median": 1720.5139,
              "p75": 2321.2188
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 6601.1879,
              "median": 7874.0051,
              "p75": 8489.5909
            },
            "sourceIds": [
              "mexico-sal-jooble-tester-senior",
              "mexico-sal-talently-qa",
              "mexico-sal-salaryexpert-qa-tester",
              "mexico-sal-glassdoor-senior-qa-tester",
              "mexico-sal-computrabajo-tester-senior",
              "mexico-stat-elcontribuyente-cuotas-imss",
              "mexico-stat-inegi-uma-2026",
              "mexico-stat-praxium-cuotas-2026",
              "mexico-stat-pwc-corporate-other-taxes",
              "mexico-stat-forvismazars-isn-cdmx",
              "mexico-stat-lft-gobmx-2015",
              "mexico-stat-eor-remote",
              "mexico-stat-bhr-vacaciones-dignas-2022"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 364.8286,
              "median": 435.1735,
              "p75": 469.1952
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 580801.2302,
            "median": 712182.2447,
            "p75": 779464.8269
          },
          "firstYear": {
            "p25": 619981.8121,
            "median": 770689.5722,
            "p75": 855199.2133
          },
          "monthly": {
            "p25": 48400.1025,
            "median": 59348.5204,
            "p75": 64955.4022
          },
          "hourly": {
            "p25": 324.8329,
            "median": 398.3122,
            "p75": 435.9423
          }
        },
        "usd": {
          "annual": {
            "p25": 32099.2075,
            "median": 39360.2569,
            "p75": 43078.771
          },
          "firstYear": {
            "p25": 34264.6051,
            "median": 42593.788,
            "p75": 47264.3919
          },
          "monthly": {
            "p25": 2674.934,
            "median": 3280.0214,
            "p75": 3589.8976
          },
          "hourly": {
            "p25": 17.9526,
            "median": 22.0136,
            "p75": 24.0933
          }
        },
        "sourceIds": [
          "mexico-sal-jooble-tester-senior",
          "mexico-sal-talently-qa",
          "mexico-sal-salaryexpert-qa-tester",
          "mexico-sal-glassdoor-senior-qa-tester",
          "mexico-sal-computrabajo-tester-senior",
          "mexico-stat-elcontribuyente-cuotas-imss",
          "mexico-stat-inegi-uma-2026",
          "mexico-stat-praxium-cuotas-2026",
          "mexico-stat-pwc-corporate-other-taxes",
          "mexico-stat-forvismazars-isn-cdmx",
          "mexico-stat-lft-gobmx-2015",
          "mexico-stat-eor-remote",
          "mexico-stat-bhr-vacaciones-dignas-2022",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 990100.561,
              "median": 1433040.2856,
              "p75": 1702278.1574
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 29 to 49 an hour, Latin America (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 54720,
              "median": 79200,
              "p75": 94080
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "firstYear": {
            "p25": 990100.561,
            "median": 1433040.2856,
            "p75": 1702278.1574
          },
          "monthly": {
            "p25": 82508.3801,
            "median": 119420.0238,
            "p75": 141856.5131
          },
          "hourly": {
            "p25": 515.6774,
            "median": 746.3751,
            "p75": 886.6032
          }
        },
        "usd": {
          "annual": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "firstYear": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "monthly": {
            "p25": 4560,
            "median": 6600,
            "p75": 7840
          },
          "hourly": {
            "p25": 28.5,
            "median": 41.25,
            "p75": 49
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "mexico-sal-jooble-tester-senior",
        "mexico-sal-talently-qa",
        "mexico-sal-salaryexpert-qa-tester",
        "mexico-sal-glassdoor-senior-qa-tester",
        "mexico-sal-computrabajo-tester-senior",
        "mexico-stat-elcontribuyente-cuotas-imss",
        "mexico-stat-inegi-uma-2026",
        "mexico-stat-praxium-cuotas-2026",
        "mexico-stat-pwc-corporate-other-taxes",
        "mexico-stat-forvismazars-isn-cdmx",
        "mexico-stat-lft-gobmx-2015",
        "mexico-stat-eor-remote",
        "mexico-stat-bhr-vacaciones-dignas-2022",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "argentina/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "argentina",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "ARS",
      "fx": {
        "perUSD": 1517,
        "date": "2026-10-07",
        "sourceId": "argentina-fx-bcra"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.192,
        "sourceIds": [
          "argentina-sal-sysarmy-2026-01",
          "argentina-sal-talently-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1732,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 16800000,
              "median": 18412200,
              "p75": 20024400
            },
            "sourceIds": [
              "argentina-sal-sysarmy-2026-01",
              "argentina-sal-talently-qa-engineer"
            ],
            "note": "2 sources, spread 19%",
            "usd": {
              "p25": 11074.4891,
              "median": 12137.2446,
              "p75": 13200
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4418054.9914,
              "median": 4843675.7914,
              "p75": 5269296.5914
            },
            "sourceIds": [
              "argentina-stat-infoleg-ley-27541",
              "argentina-stat-pwc-corporate-other-taxes",
              "argentina-stat-pwc-individual-other-taxes"
            ],
            "detail": [
              {
                "label": "Unified employer social security contribution (pension, INSSJP, unemployment fund, family allowances)",
                "value": "20.4%, on earnings above ARS 84,044.16 a year, varies 18% to 20.4%",
                "sourceIds": [
                  "argentina-stat-infoleg-ley-27541",
                  "argentina-stat-pwc-corporate-other-taxes",
                  "argentina-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Social health care plan (obra social), employer",
                "value": "6%",
                "sourceIds": [
                  "argentina-stat-pwc-corporate-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 2912.3632,
              "median": 3192.9306,
              "p75": 3473.4981
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 1400000,
              "median": 1534350,
              "p75": 1668700
            },
            "sourceIds": [
              "argentina-stat-infoleg-lct",
              "argentina-stat-pwc-corporate-other-taxes"
            ],
            "detail": [
              {
                "label": "Annual supplementary salary (sueldo anual complementario, aguinaldo)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "argentina-stat-infoleg-lct",
                  "argentina-stat-pwc-corporate-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 922.8741,
              "median": 1011.437,
              "p75": 1100
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 1446838.75,
              "median": 1714649.93,
              "p75": 2127850.39
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1008000,
              "median": 1472976,
              "p75": 2002440
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 664.4693,
              "median": 970.9796,
              "p75": 1320
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 869925.192,
              "median": 953470.2227,
              "p75": 1037015.2535
            },
            "sourceIds": [
              "argentina-sal-sysarmy-2026-01",
              "argentina-sal-talently-qa-engineer",
              "argentina-stat-infoleg-ley-27541",
              "argentina-stat-pwc-corporate-other-taxes",
              "argentina-stat-pwc-individual-other-taxes",
              "argentina-stat-infoleg-lct"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 573.451,
              "median": 628.5235,
              "p75": 683.5961
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 25942818.9334,
            "median": 28931321.9441,
            "p75": 32129702.2349
          },
          "firstYear": {
            "p25": 28759706.7213,
            "median": 32570991.2783,
            "p75": 36688885.1152
          },
          "monthly": {
            "p25": 2161901.5778,
            "median": 2410943.4953,
            "p75": 2677475.1862
          },
          "hourly": {
            "p25": 14978.5329,
            "median": 16703.9965,
            "p75": 18550.6364
          }
        },
        "usd": {
          "annual": {
            "p25": 17101.3968,
            "median": 19071.4054,
            "p75": 21179.7642
          },
          "firstYear": {
            "p25": 18958.2773,
            "median": 21470.66,
            "p75": 24185.1583
          },
          "monthly": {
            "p25": 1425.1164,
            "median": 1589.2838,
            "p75": 1764.9803
          },
          "hourly": {
            "p25": 9.8738,
            "median": 11.0112,
            "p75": 12.2285
          }
        },
        "sourceIds": [
          "argentina-sal-sysarmy-2026-01",
          "argentina-sal-talently-qa-engineer",
          "argentina-stat-infoleg-ley-27541",
          "argentina-stat-pwc-corporate-other-taxes",
          "argentina-stat-pwc-individual-other-taxes",
          "argentina-stat-infoleg-lct",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 16800000,
              "median": 18412200,
              "p75": 20024400
            },
            "sourceIds": [
              "argentina-sal-sysarmy-2026-01",
              "argentina-sal-talently-qa-engineer"
            ],
            "note": "2 sources, spread 19%",
            "usd": {
              "p25": 11074.4891,
              "median": 12137.2446,
              "p75": 13200
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4418054.9914,
              "median": 4843675.7914,
              "p75": 5269296.5914
            },
            "sourceIds": [
              "argentina-stat-infoleg-ley-27541",
              "argentina-stat-pwc-corporate-other-taxes",
              "argentina-stat-pwc-individual-other-taxes"
            ],
            "detail": [
              {
                "label": "Unified employer social security contribution (pension, INSSJP, unemployment fund, family allowances)",
                "value": "20.4%, on earnings above ARS 84,044.16 a year, varies 18% to 20.4%",
                "sourceIds": [
                  "argentina-stat-infoleg-ley-27541",
                  "argentina-stat-pwc-corporate-other-taxes",
                  "argentina-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Social health care plan (obra social), employer",
                "value": "6%",
                "sourceIds": [
                  "argentina-stat-pwc-corporate-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 2912.3632,
              "median": 3192.9306,
              "p75": 3473.4981
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 1400000,
              "median": 1534350,
              "p75": 1668700
            },
            "sourceIds": [
              "argentina-stat-infoleg-lct",
              "argentina-stat-pwc-corporate-other-taxes"
            ],
            "detail": [
              {
                "label": "Annual supplementary salary (sueldo anual complementario, aguinaldo)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "argentina-stat-infoleg-lct",
                  "argentina-stat-pwc-corporate-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 922.8741,
              "median": 1011.437,
              "p75": 1100
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 9083796,
              "median": 11814396,
              "p75": 12724596
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 1446838.75,
              "median": 1714649.93,
              "p75": 2127850.39
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1008000,
              "median": 1472976,
              "p75": 2002440
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 664.4693,
              "median": 970.9796,
              "p75": 1320
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 869925.192,
              "median": 953470.2227,
              "p75": 1037015.2535
            },
            "sourceIds": [
              "argentina-sal-sysarmy-2026-01",
              "argentina-sal-talently-qa-engineer",
              "argentina-stat-infoleg-ley-27541",
              "argentina-stat-pwc-corporate-other-taxes",
              "argentina-stat-pwc-individual-other-taxes",
              "argentina-stat-infoleg-lct"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 573.451,
              "median": 628.5235,
              "p75": 683.5961
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 35026614.9334,
            "median": 40745717.9441,
            "p75": 44854298.2349
          },
          "firstYear": {
            "p25": 37843502.7213,
            "median": 44385387.2783,
            "p75": 49413481.1152
          },
          "monthly": {
            "p25": 2918884.5778,
            "median": 3395476.4953,
            "p75": 3737858.1862
          },
          "hourly": {
            "p25": 20223.2188,
            "median": 23525.2413,
            "p75": 25897.4008
          }
        },
        "usd": {
          "annual": {
            "p25": 23089.3968,
            "median": 26859.4054,
            "p75": 29567.7642
          },
          "firstYear": {
            "p25": 24946.2773,
            "median": 29258.66,
            "p75": 32573.1583
          },
          "monthly": {
            "p25": 1924.1164,
            "median": 2238.2838,
            "p75": 2463.9803
          },
          "hourly": {
            "p25": 13.3311,
            "median": 15.5077,
            "p75": 17.0715
          }
        },
        "sourceIds": [
          "argentina-sal-sysarmy-2026-01",
          "argentina-sal-talently-qa-engineer",
          "argentina-stat-infoleg-ley-27541",
          "argentina-stat-pwc-corporate-other-taxes",
          "argentina-stat-pwc-individual-other-taxes",
          "argentina-stat-infoleg-lct",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 83010240,
              "median": 120146400,
              "p75": 142719360
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 29 to 49 an hour, Latin America (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 54720,
              "median": 79200,
              "p75": 94080
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 83010240,
            "median": 120146400,
            "p75": 142719360
          },
          "firstYear": {
            "p25": 83010240,
            "median": 120146400,
            "p75": 142719360
          },
          "monthly": {
            "p25": 6917520,
            "median": 10012200,
            "p75": 11893280
          },
          "hourly": {
            "p25": 43234.5,
            "median": 62576.25,
            "p75": 74333
          }
        },
        "usd": {
          "annual": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "firstYear": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "monthly": {
            "p25": 4560,
            "median": 6600,
            "p75": 7840
          },
          "hourly": {
            "p25": 28.5,
            "median": 41.25,
            "p75": 49
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "argentina-sal-sysarmy-2026-01",
        "argentina-sal-talently-qa-engineer",
        "argentina-stat-infoleg-ley-27541",
        "argentina-stat-pwc-corporate-other-taxes",
        "argentina-stat-pwc-individual-other-taxes",
        "argentina-stat-infoleg-lct",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "argentina-fx-bcra",
        "argentina-stat-infoleg-ley-27399"
      ]
    },
    {
      "key": "colombia/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "colombia",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "COP",
      "fx": {
        "perUSD": 3216.01,
        "date": "2026-10-07",
        "sourceId": "colombia-fx-trm"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.106,
        "sourceIds": [
          "colombia-sal-glassdoor-qa-senior-tester",
          "colombia-sal-salaryexpert-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1676,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 76800000,
              "median": 80880668,
              "p75": 84961336
            },
            "sourceIds": [
              "colombia-sal-glassdoor-qa-senior-tester",
              "colombia-sal-salaryexpert-qa-engineer"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 23880.5228,
              "median": 25149.3832,
              "p75": 26418.2437
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12688896,
              "median": 13363103.967,
              "p75": 14037311.9339
            },
            "sourceIds": [
              "colombia-stat-pwc-individual-other-taxes",
              "colombia-stat-senado-ley-100-art20",
              "colombia-stat-senado-ley-100-art204",
              "colombia-stat-senado-et-114-1",
              "colombia-stat-pwc-corporate-other-taxes",
              "colombia-stat-funcionpublica-ley-21-1982",
              "colombia-stat-mintrabajo-concepto-0220783-2015"
            ],
            "detail": [
              {
                "label": "Pension contribution, employer share",
                "value": "12%, capped at COP 525,271,500 a year",
                "sourceIds": [
                  "colombia-stat-pwc-individual-other-taxes",
                  "colombia-stat-senado-ley-100-art20"
                ]
              },
              {
                "label": "Health contribution (EPS), employer share",
                "value": "8.5%, capped at COP 525,271,500 a year, only where annual pay is above COP 210,108,600; not due at this salary",
                "sourceIds": [
                  "colombia-stat-senado-ley-100-art204",
                  "colombia-stat-senado-et-114-1",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Occupational risk insurance (ARL)",
                "value": "0.522%, capped at COP 525,271,500 a year, varies 0.522% to 6.96%",
                "sourceIds": [
                  "colombia-stat-pwc-corporate-other-taxes",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Family compensation fund (caja de compensacion familiar)",
                "value": "4%",
                "sourceIds": [
                  "colombia-stat-funcionpublica-ley-21-1982"
                ]
              },
              {
                "label": "Payroll levies ICBF (3%) and SENA (2%) for workers earning 10+ minimum wages",
                "value": "5%, only where annual pay is above COP 210,108,600; not due at this salary",
                "sourceIds": [
                  "colombia-stat-mintrabajo-concepto-0220783-2015",
                  "colombia-stat-senado-et-114-1",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 3945.54,
              "median": 4155.1811,
              "p75": 4364.8222
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 12800000,
              "median": 13480111.3333,
              "p75": 14160222.6667
            },
            "sourceIds": [
              "colombia-stat-senado-cst-306",
              "colombia-stat-senado-cst-249"
            ],
            "detail": [
              {
                "label": "Service bonus (prima de servicios), 30 days' salary a year",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "colombia-stat-senado-cst-306"
                ]
              },
              {
                "label": "Severance fund deposit (auxilio de cesantia), one month's salary a year",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "colombia-stat-senado-cst-249"
                ]
              }
            ],
            "usd": {
              "p25": 3980.0871,
              "median": 4191.5639,
              "p75": 4403.0406
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3067269.5375,
              "median": 3635023.9429,
              "p75": 4511000.7467
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4608000,
              "median": 6470453.44,
              "p75": 8496133.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1432.8314,
              "median": 2011.9507,
              "p75": 2641.8244
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1573675.3231,
              "median": 1657290.5123,
              "p75": 1740905.7015
            },
            "sourceIds": [
              "colombia-sal-glassdoor-qa-senior-tester",
              "colombia-sal-salaryexpert-qa-engineer",
              "colombia-stat-pwc-individual-other-taxes",
              "colombia-stat-senado-ley-100-art20",
              "colombia-stat-senado-ley-100-art204",
              "colombia-stat-senado-et-114-1",
              "colombia-stat-pwc-corporate-other-taxes",
              "colombia-stat-funcionpublica-ley-21-1982",
              "colombia-stat-mintrabajo-concepto-0220783-2015",
              "colombia-stat-senado-cst-306",
              "colombia-stat-senado-cst-249"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 489.3254,
              "median": 515.325,
              "p75": 541.3247
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 111537840.8606,
            "median": 119486651.1955,
            "p75": 127906910.6488
          },
          "firstYear": {
            "p25": 120810353.8452,
            "median": 131678267.124,
            "p75": 143262469.6012
          },
          "monthly": {
            "p25": 9294820.0717,
            "median": 9957220.933,
            "p75": 10658909.2207
          },
          "hourly": {
            "p25": 66550.0244,
            "median": 71292.7513,
            "p75": 76316.7725
          }
        },
        "usd": {
          "annual": {
            "p25": 34682.0566,
            "median": 37153.6939,
            "p75": 39771.9257
          },
          "firstYear": {
            "p25": 37565.2917,
            "median": 40944.6075,
            "p75": 44546.6493
          },
          "monthly": {
            "p25": 2890.1714,
            "median": 3096.1412,
            "p75": 3314.3271
          },
          "hourly": {
            "p25": 20.6934,
            "median": 22.1681,
            "p75": 23.7303
          }
        },
        "sourceIds": [
          "colombia-sal-glassdoor-qa-senior-tester",
          "colombia-sal-salaryexpert-qa-engineer",
          "colombia-stat-pwc-individual-other-taxes",
          "colombia-stat-senado-ley-100-art20",
          "colombia-stat-senado-ley-100-art204",
          "colombia-stat-senado-et-114-1",
          "colombia-stat-pwc-corporate-other-taxes",
          "colombia-stat-funcionpublica-ley-21-1982",
          "colombia-stat-mintrabajo-concepto-0220783-2015",
          "colombia-stat-senado-cst-306",
          "colombia-stat-senado-cst-249",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 76800000,
              "median": 80880668,
              "p75": 84961336
            },
            "sourceIds": [
              "colombia-sal-glassdoor-qa-senior-tester",
              "colombia-sal-salaryexpert-qa-engineer"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 23880.5228,
              "median": 25149.3832,
              "p75": 26418.2437
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12688896,
              "median": 13363103.967,
              "p75": 14037311.9339
            },
            "sourceIds": [
              "colombia-stat-pwc-individual-other-taxes",
              "colombia-stat-senado-ley-100-art20",
              "colombia-stat-senado-ley-100-art204",
              "colombia-stat-senado-et-114-1",
              "colombia-stat-pwc-corporate-other-taxes",
              "colombia-stat-funcionpublica-ley-21-1982",
              "colombia-stat-mintrabajo-concepto-0220783-2015"
            ],
            "detail": [
              {
                "label": "Pension contribution, employer share",
                "value": "12%, capped at COP 525,271,500 a year",
                "sourceIds": [
                  "colombia-stat-pwc-individual-other-taxes",
                  "colombia-stat-senado-ley-100-art20"
                ]
              },
              {
                "label": "Health contribution (EPS), employer share",
                "value": "8.5%, capped at COP 525,271,500 a year, only where annual pay is above COP 210,108,600; not due at this salary",
                "sourceIds": [
                  "colombia-stat-senado-ley-100-art204",
                  "colombia-stat-senado-et-114-1",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Occupational risk insurance (ARL)",
                "value": "0.522%, capped at COP 525,271,500 a year, varies 0.522% to 6.96%",
                "sourceIds": [
                  "colombia-stat-pwc-corporate-other-taxes",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Family compensation fund (caja de compensacion familiar)",
                "value": "4%",
                "sourceIds": [
                  "colombia-stat-funcionpublica-ley-21-1982"
                ]
              },
              {
                "label": "Payroll levies ICBF (3%) and SENA (2%) for workers earning 10+ minimum wages",
                "value": "5%, only where annual pay is above COP 210,108,600; not due at this salary",
                "sourceIds": [
                  "colombia-stat-mintrabajo-concepto-0220783-2015",
                  "colombia-stat-senado-et-114-1",
                  "colombia-stat-pwc-individual-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 3945.54,
              "median": 4155.1811,
              "p75": 4364.8222
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 12800000,
              "median": 13480111.3333,
              "p75": 14160222.6667
            },
            "sourceIds": [
              "colombia-stat-senado-cst-306",
              "colombia-stat-senado-cst-249"
            ],
            "detail": [
              {
                "label": "Service bonus (prima de servicios), 30 days' salary a year",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "colombia-stat-senado-cst-306"
                ]
              },
              {
                "label": "Severance fund deposit (auxilio de cesantia), one month's salary a year",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "colombia-stat-senado-cst-249"
                ]
              }
            ],
            "usd": {
              "p25": 3980.0871,
              "median": 4191.5639,
              "p75": 4403.0406
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 19257467.88,
              "median": 25046285.88,
              "p75": 26975891.88
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3067269.5375,
              "median": 3635023.9429,
              "p75": 4511000.7467
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4608000,
              "median": 6470453.44,
              "p75": 8496133.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1432.8314,
              "median": 2011.9507,
              "p75": 2641.8244
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1573675.3231,
              "median": 1657290.5123,
              "p75": 1740905.7015
            },
            "sourceIds": [
              "colombia-sal-glassdoor-qa-senior-tester",
              "colombia-sal-salaryexpert-qa-engineer",
              "colombia-stat-pwc-individual-other-taxes",
              "colombia-stat-senado-ley-100-art20",
              "colombia-stat-senado-ley-100-art204",
              "colombia-stat-senado-et-114-1",
              "colombia-stat-pwc-corporate-other-taxes",
              "colombia-stat-funcionpublica-ley-21-1982",
              "colombia-stat-mintrabajo-concepto-0220783-2015",
              "colombia-stat-senado-cst-306",
              "colombia-stat-senado-cst-249"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 489.3254,
              "median": 515.325,
              "p75": 541.3247
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 130795308.7406,
            "median": 144532937.0755,
            "p75": 154882802.5288
          },
          "firstYear": {
            "p25": 140067821.7252,
            "median": 156724553.004,
            "p75": 170238361.4812
          },
          "monthly": {
            "p25": 10899609.0617,
            "median": 12044411.423,
            "p75": 12906900.2107
          },
          "hourly": {
            "p25": 78040.1603,
            "median": 86236.836,
            "p75": 92412.1733
          }
        },
        "usd": {
          "annual": {
            "p25": 40670.0566,
            "median": 44941.6939,
            "p75": 48159.9257
          },
          "firstYear": {
            "p25": 43553.2917,
            "median": 48732.6075,
            "p75": 52934.6493
          },
          "monthly": {
            "p25": 3389.1714,
            "median": 3745.1412,
            "p75": 4013.3271
          },
          "hourly": {
            "p25": 24.2661,
            "median": 26.8149,
            "p75": 28.735
          }
        },
        "sourceIds": [
          "colombia-sal-glassdoor-qa-senior-tester",
          "colombia-sal-salaryexpert-qa-engineer",
          "colombia-stat-pwc-individual-other-taxes",
          "colombia-stat-senado-ley-100-art20",
          "colombia-stat-senado-ley-100-art204",
          "colombia-stat-senado-et-114-1",
          "colombia-stat-pwc-corporate-other-taxes",
          "colombia-stat-funcionpublica-ley-21-1982",
          "colombia-stat-mintrabajo-concepto-0220783-2015",
          "colombia-stat-senado-cst-306",
          "colombia-stat-senado-cst-249",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 175980067.2,
              "median": 254707992,
              "p75": 302562220.8
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 29 to 49 an hour, Latin America (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 54720,
              "median": 79200,
              "p75": 94080
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 175980067.2,
            "median": 254707992,
            "p75": 302562220.8
          },
          "firstYear": {
            "p25": 175980067.2,
            "median": 254707992,
            "p75": 302562220.8
          },
          "monthly": {
            "p25": 14665005.6,
            "median": 21225666,
            "p75": 25213518.4
          },
          "hourly": {
            "p25": 91656.285,
            "median": 132660.4125,
            "p75": 157584.49
          }
        },
        "usd": {
          "annual": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "firstYear": {
            "p25": 54720,
            "median": 79200,
            "p75": 94080
          },
          "monthly": {
            "p25": 4560,
            "median": 6600,
            "p75": 7840
          },
          "hourly": {
            "p25": 28.5,
            "median": 41.25,
            "p75": 49
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "colombia-sal-glassdoor-qa-senior-tester",
        "colombia-sal-salaryexpert-qa-engineer",
        "colombia-stat-pwc-individual-other-taxes",
        "colombia-stat-senado-ley-100-art20",
        "colombia-stat-senado-ley-100-art204",
        "colombia-stat-senado-et-114-1",
        "colombia-stat-pwc-corporate-other-taxes",
        "colombia-stat-funcionpublica-ley-21-1982",
        "colombia-stat-mintrabajo-concepto-0220783-2015",
        "colombia-stat-senado-cst-306",
        "colombia-stat-senado-cst-249",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "colombia-fx-trm",
        "colombia-stat-senado-cst-186",
        "colombia-stat-funcionpublica-ley-51-1983"
      ]
    },
    {
      "key": "united-kingdom/security-test-engineer/senior",
      "scopeType": "country",
      "country": "united-kingdom",
      "role": "security-test-engineer",
      "level": "senior",
      "currency": "GBP",
      "fx": {
        "perUSD": 0.757314,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.131,
        "sourceIds": [
          "united-kingdom-sal-itjobswatch-senior-penetration-tester",
          "united-kingdom-sal-indeed-penetration-tester"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1716,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 70738,
              "median": 75369,
              "p75": 88125
            },
            "sourceIds": [
              "united-kingdom-sal-itjobswatch-senior-penetration-tester",
              "united-kingdom-sal-indeed-penetration-tester"
            ],
            "note": "2 sources, spread 13%",
            "usd": {
              "p25": 93406.4338,
              "median": 99521.4667,
              "p75": 116365.2065
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 11181.6,
              "median": 11876.25,
              "p75": 13789.65
            },
            "sourceIds": [
              "united-kingdom-stat-hmrc-rates-2026",
              "united-kingdom-stat-pwc-other-taxes",
              "united-kingdom-stat-govuk-workplace-pensions",
              "united-kingdom-stat-dwp-ae-review-2026"
            ],
            "detail": [
              {
                "label": "Employer National Insurance (Class 1 secondary)",
                "value": "15%, on earnings above GBP 5,000 a year",
                "sourceIds": [
                  "united-kingdom-stat-hmrc-rates-2026",
                  "united-kingdom-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Workplace pension, employer minimum (automatic enrolment)",
                "value": "3%, capped at GBP 50,270 a year, on earnings above GBP 6,240 a year",
                "sourceIds": [
                  "united-kingdom-stat-govuk-workplace-pensions",
                  "united-kingdom-stat-dwp-ae-review-2026"
                ]
              }
            ],
            "usd": {
              "p25": 14764.8135,
              "median": 15682.0685,
              "p75": 18208.6294
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-kingdom-stat-govuk-holiday-entitlement",
              "united-kingdom-stat-govuk-bank-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 722.2882,
              "median": 855.9844,
              "p75": 1062.2616
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4244.28,
              "median": 6029.52,
              "p75": 8812.5
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5604.386,
              "median": 7961.7173,
              "p75": 11636.5207
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1260.3015,
              "median": 1342.2346,
              "p75": 1567.9177
            },
            "sourceIds": [
              "united-kingdom-sal-itjobswatch-senior-penetration-tester",
              "united-kingdom-sal-indeed-penetration-tester",
              "united-kingdom-stat-hmrc-rates-2026",
              "united-kingdom-stat-pwc-other-taxes",
              "united-kingdom-stat-govuk-workplace-pensions",
              "united-kingdom-stat-dwp-ae-review-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1664.173,
              "median": 1772.3621,
              "p75": 2070.3667
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 88146.4697,
            "median": 95472.989,
            "p75": 113357.3293
          },
          "firstYear": {
            "p25": 96403.342,
            "median": 106530.6209,
            "p75": 128927.9558
          },
          "monthly": {
            "p25": 7345.5391,
            "median": 7956.0824,
            "p75": 9446.4441
          },
          "hourly": {
            "p25": 51.3674,
            "median": 55.6369,
            "p75": 66.059
          }
        },
        "usd": {
          "annual": {
            "p25": 116393.5563,
            "median": 126067.9045,
            "p75": 149683.3933
          },
          "firstYear": {
            "p25": 127296.3949,
            "median": 140669.0235,
            "p75": 170243.7243
          },
          "monthly": {
            "p25": 9699.463,
            "median": 10505.6587,
            "p75": 12473.6161
          },
          "hourly": {
            "p25": 67.8284,
            "median": 73.4661,
            "p75": 87.228
          }
        },
        "sourceIds": [
          "united-kingdom-sal-itjobswatch-senior-penetration-tester",
          "united-kingdom-sal-indeed-penetration-tester",
          "united-kingdom-stat-hmrc-rates-2026",
          "united-kingdom-stat-pwc-other-taxes",
          "united-kingdom-stat-govuk-workplace-pensions",
          "united-kingdom-stat-dwp-ae-review-2026",
          "united-kingdom-stat-govuk-holiday-entitlement",
          "united-kingdom-stat-govuk-bank-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 70738,
              "median": 75369,
              "p75": 88125
            },
            "sourceIds": [
              "united-kingdom-sal-itjobswatch-senior-penetration-tester",
              "united-kingdom-sal-indeed-penetration-tester"
            ],
            "note": "2 sources, spread 13%",
            "usd": {
              "p25": 93406.4338,
              "median": 99521.4667,
              "p75": 116365.2065
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 11181.6,
              "median": 11876.25,
              "p75": 13789.65
            },
            "sourceIds": [
              "united-kingdom-stat-hmrc-rates-2026",
              "united-kingdom-stat-pwc-other-taxes",
              "united-kingdom-stat-govuk-workplace-pensions",
              "united-kingdom-stat-dwp-ae-review-2026"
            ],
            "detail": [
              {
                "label": "Employer National Insurance (Class 1 secondary)",
                "value": "15%, on earnings above GBP 5,000 a year",
                "sourceIds": [
                  "united-kingdom-stat-hmrc-rates-2026",
                  "united-kingdom-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Workplace pension, employer minimum (automatic enrolment)",
                "value": "3%, capped at GBP 50,270 a year, on earnings above GBP 6,240 a year",
                "sourceIds": [
                  "united-kingdom-stat-govuk-workplace-pensions",
                  "united-kingdom-stat-dwp-ae-review-2026"
                ]
              }
            ],
            "usd": {
              "p25": 14764.8135,
              "median": 15682.0685,
              "p75": 18208.6294
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-kingdom-stat-govuk-holiday-entitlement",
              "united-kingdom-stat-govuk-bank-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 4534.7962,
              "median": 5897.9614,
              "p75": 6352.3498
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 722.2882,
              "median": 855.9844,
              "p75": 1062.2616
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4244.28,
              "median": 6029.52,
              "p75": 8812.5
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5604.386,
              "median": 7961.7173,
              "p75": 11636.5207
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1260.3015,
              "median": 1342.2346,
              "p75": 1567.9177
            },
            "sourceIds": [
              "united-kingdom-sal-itjobswatch-senior-penetration-tester",
              "united-kingdom-sal-indeed-penetration-tester",
              "united-kingdom-stat-hmrc-rates-2026",
              "united-kingdom-stat-pwc-other-taxes",
              "united-kingdom-stat-govuk-workplace-pensions",
              "united-kingdom-stat-dwp-ae-review-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1664.173,
              "median": 1772.3621,
              "p75": 2070.3667
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 92681.2659,
            "median": 101370.9504,
            "p75": 119709.6791
          },
          "firstYear": {
            "p25": 100938.1382,
            "median": 112428.5823,
            "p75": 135280.3056
          },
          "monthly": {
            "p25": 7723.4388,
            "median": 8447.5792,
            "p75": 9975.8066
          },
          "hourly": {
            "p25": 54.0101,
            "median": 59.074,
            "p75": 69.7609
          }
        },
        "usd": {
          "annual": {
            "p25": 122381.5563,
            "median": 133855.9044,
            "p75": 158071.3932
          },
          "firstYear": {
            "p25": 133284.3948,
            "median": 148457.0235,
            "p75": 178631.7242
          },
          "monthly": {
            "p25": 10198.463,
            "median": 11154.6587,
            "p75": 13172.6161
          },
          "hourly": {
            "p25": 71.318,
            "median": 78.0046,
            "p75": 92.1162
          }
        },
        "sourceIds": [
          "united-kingdom-sal-itjobswatch-senior-penetration-tester",
          "united-kingdom-sal-indeed-penetration-tester",
          "united-kingdom-stat-hmrc-rates-2026",
          "united-kingdom-stat-pwc-other-taxes",
          "united-kingdom-stat-govuk-workplace-pensions",
          "united-kingdom-stat-dwp-ae-review-2026",
          "united-kingdom-stat-govuk-holiday-entitlement",
          "united-kingdom-stat-govuk-bank-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "united-kingdom-sal-itjobswatch-senior-penetration-tester",
        "united-kingdom-sal-indeed-penetration-tester",
        "united-kingdom-stat-hmrc-rates-2026",
        "united-kingdom-stat-pwc-other-taxes",
        "united-kingdom-stat-govuk-workplace-pensions",
        "united-kingdom-stat-dwp-ae-review-2026",
        "united-kingdom-stat-govuk-holiday-entitlement",
        "united-kingdom-stat-govuk-bank-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "ireland/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "ireland",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.041,
        "sourceIds": [
          "ireland-sal-indeed-junior-qa-engineer",
          "ireland-sal-glassdoor-junior-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1700,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 36017.92,
              "median": 36751.46,
              "p75": 37485
            },
            "sourceIds": [
              "ireland-sal-indeed-junior-qa-engineer",
              "ireland-sal-glassdoor-junior-qa-engineer"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 40257.25,
              "median": 41077.128,
              "p75": 41897.0061
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4646.3117,
              "median": 4740.9383,
              "p75": 4835.565
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 5193.1852,
              "median": 5298.9495,
              "p75": 5404.7138
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2161.0752,
              "median": 2940.1168,
              "p75": 3748.5
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2415.435,
              "median": 3286.1702,
              "p75": 4189.7006
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1564.0089,
              "median": 1595.8615,
              "p75": 1627.714
            },
            "sourceIds": [
              "ireland-sal-indeed-junior-qa-engineer",
              "ireland-sal-glassdoor-junior-qa-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 1748.0937,
              "median": 1783.6953,
              "p75": 1819.2969
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 45242.6302,
            "median": 47039.6403,
            "p75": 48951.7394
          },
          "firstYear": {
            "p25": 50830.2564,
            "median": 53843.6077,
            "p75": 57016.0605
          },
          "monthly": {
            "p25": 3770.2192,
            "median": 3919.97,
            "p75": 4079.3116
          },
          "hourly": {
            "p25": 26.6133,
            "median": 27.6704,
            "p75": 28.7951
          }
        },
        "usd": {
          "annual": {
            "p25": 50567.7139,
            "median": 52576.2331,
            "p75": 54713.3874
          },
          "firstYear": {
            "p25": 56813.0069,
            "median": 60181.0314,
            "p75": 63726.8837
          },
          "monthly": {
            "p25": 4213.9762,
            "median": 4381.3527,
            "p75": 4559.4489
          },
          "hourly": {
            "p25": 29.7457,
            "median": 30.9272,
            "p75": 32.1843
          }
        },
        "sourceIds": [
          "ireland-sal-indeed-junior-qa-engineer",
          "ireland-sal-glassdoor-junior-qa-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1700 hours",
            "group": "rate",
            "local": {
              "p25": 89645.893,
              "median": 106771.2645,
              "p75": 129704.4398
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 100197.2663,
              "median": 119338.3039,
              "p75": 144970.7272
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2161.0752,
              "median": 2940.1168,
              "p75": 3748.5
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 2415.435,
              "median": 3286.1702,
              "p75": 4189.7006
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 3447.919,
              "median": 4106.5871,
              "p75": 4988.6323
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "isDefault": true,
            "usd": {
              "p25": 3853.741,
              "median": 4589.9348,
              "p75": 5575.7972
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95566.2407,
            "median": 114129.3219,
            "p75": 138967.6522
          },
          "firstYear": {
            "p25": 103979.7319,
            "median": 124699.3777,
            "p75": 152073.3507
          },
          "monthly": {
            "p25": 7963.8534,
            "median": 9510.7768,
            "p75": 11580.6377
          },
          "hourly": {
            "p25": 56.2154,
            "median": 67.1349,
            "p75": 81.7457
          }
        },
        "usd": {
          "annual": {
            "p25": 106814.4424,
            "median": 127562.4089,
            "p75": 155324.225
          },
          "firstYear": {
            "p25": 116218.2063,
            "median": 139376.5664,
            "p75": 169972.4718
          },
          "monthly": {
            "p25": 8901.2035,
            "median": 10630.2007,
            "p75": 12943.6854
          },
          "hourly": {
            "p25": 62.832,
            "median": 75.0367,
            "p75": 91.3672
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 36017.92,
              "median": 36751.46,
              "p75": 37485
            },
            "sourceIds": [
              "ireland-sal-indeed-junior-qa-engineer",
              "ireland-sal-glassdoor-junior-qa-engineer"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 40257.25,
              "median": 41077.128,
              "p75": 41897.0061
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4646.3117,
              "median": 4740.9383,
              "p75": 4835.565
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 5193.1852,
              "median": 5298.9495,
              "p75": 5404.7138
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2161.0752,
              "median": 2940.1168,
              "p75": 3748.5
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2415.435,
              "median": 3286.1702,
              "p75": 4189.7006
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1564.0089,
              "median": 1595.8615,
              "p75": 1627.714
            },
            "sourceIds": [
              "ireland-sal-indeed-junior-qa-engineer",
              "ireland-sal-glassdoor-junior-qa-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 1748.0937,
              "median": 1783.6953,
              "p75": 1819.2969
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 50600.0579,
            "median": 54007.5172,
            "p75": 56456.4327
          },
          "firstYear": {
            "p25": 56187.6841,
            "median": 60811.4846,
            "p75": 64520.7538
          },
          "monthly": {
            "p25": 4216.6715,
            "median": 4500.6264,
            "p75": 4704.7027
          },
          "hourly": {
            "p25": 29.7647,
            "median": 31.7691,
            "p75": 33.2097
          }
        },
        "usd": {
          "annual": {
            "p25": 56555.7139,
            "median": 60364.2331,
            "p75": 63101.3874
          },
          "firstYear": {
            "p25": 62801.0069,
            "median": 67969.0314,
            "p75": 72114.8837
          },
          "monthly": {
            "p25": 4712.9762,
            "median": 5030.3527,
            "p75": 5258.4489
          },
          "hourly": {
            "p25": 33.268,
            "median": 35.5083,
            "p75": 37.1185
          }
        },
        "sourceIds": [
          "ireland-sal-indeed-junior-qa-engineer",
          "ireland-sal-glassdoor-junior-qa-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "ireland-sal-indeed-junior-qa-engineer",
        "ireland-sal-glassdoor-junior-qa-engineer",
        "ireland-stat-pwc-other-taxes",
        "ireland-stat-lawsociety-usc-prsi",
        "ireland-stat-saffery-prsi-oct-2026",
        "ireland-stat-govie-auto-enrolment-employers",
        "ireland-stat-mhc-auto-enrolment",
        "ireland-stat-lrc-owta-s19",
        "ireland-stat-wrc-public-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "ireland/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "ireland",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.15,
        "sourceIds": [
          "ireland-sal-payscale-qa-engineer-mid-career",
          "ireland-sal-indeed-senior-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1700,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 50302.68,
              "median": 54077.41,
              "p75": 57852.14
            },
            "sourceIds": [
              "ireland-sal-payscale-qa-engineer-mid-career",
              "ireland-sal-indeed-senior-qa-engineer"
            ],
            "note": "2 sources, spread 15%",
            "usd": {
              "p25": 56223.3345,
              "median": 60442.3524,
              "p75": 64661.3703
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6489.0457,
              "median": 6975.9859,
              "p75": 7462.9261
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 7252.8101,
              "median": 7797.0635,
              "p75": 8341.3168
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3018.1608,
              "median": 4326.1928,
              "p75": 5785.214
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3373.4001,
              "median": 4835.3882,
              "p75": 6466.137
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 873.7189,
              "median": 939.283,
              "p75": 1004.8472
            },
            "sourceIds": [
              "ireland-sal-payscale-qa-engineer-mid-career",
              "ireland-sal-indeed-senior-qa-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 976.5561,
              "median": 1049.8372,
              "p75": 1123.1183
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 61536.9198,
            "median": 67330.1354,
            "p75": 73360.0877
          },
          "firstYear": {
            "p25": 67374.7392,
            "median": 75228.3491,
            "p75": 83545.1794
          },
          "monthly": {
            "p25": 5128.0767,
            "median": 5610.8446,
            "p75": 6113.3406
          },
          "hourly": {
            "p25": 36.1982,
            "median": 39.606,
            "p75": 43.153
          }
        },
        "usd": {
          "annual": {
            "p25": 68779.8508,
            "median": 75254.9312,
            "p75": 81994.6123
          },
          "firstYear": {
            "p25": 75304.7849,
            "median": 84082.7692,
            "p75": 93378.4952
          },
          "monthly": {
            "p25": 5731.6543,
            "median": 6271.2442,
            "p75": 6832.8843
          },
          "hourly": {
            "p25": 40.4587,
            "median": 44.2676,
            "p75": 48.2321
          }
        },
        "sourceIds": [
          "ireland-sal-payscale-qa-engineer-mid-career",
          "ireland-sal-indeed-senior-qa-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1700 hours",
            "group": "rate",
            "local": {
              "p25": 89645.893,
              "median": 106771.2645,
              "p75": 129704.4398
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 100197.2663,
              "median": 119338.3039,
              "p75": 144970.7272
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3018.1608,
              "median": 4326.1928,
              "p75": 5785.214
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 3373.4001,
              "median": 4835.3882,
              "p75": 6466.137
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1379.1676,
              "median": 1642.6348,
              "p75": 1995.4529
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "isDefault": true,
            "usd": {
              "p25": 1541.4964,
              "median": 1835.9739,
              "p75": 2230.3189
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 94354.5749,
            "median": 113051.4456,
            "p75": 138011.1868
          },
          "firstYear": {
            "p25": 100950.5675,
            "median": 122004.6871,
            "p75": 149682.1872
          },
          "monthly": {
            "p25": 7862.8812,
            "median": 9420.9538,
            "p75": 11500.9322
          },
          "hourly": {
            "p25": 55.5027,
            "median": 66.5009,
            "p75": 81.1831
          }
        },
        "usd": {
          "annual": {
            "p25": 105460.1628,
            "median": 126357.666,
            "p75": 154255.1831
          },
          "firstYear": {
            "p25": 112832.5075,
            "median": 136364.7092,
            "p75": 167299.867
          },
          "monthly": {
            "p25": 8788.3469,
            "median": 10529.8055,
            "p75": 12854.5986
          },
          "hourly": {
            "p25": 62.0354,
            "median": 74.3281,
            "p75": 90.7384
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 50302.68,
              "median": 54077.41,
              "p75": 57852.14
            },
            "sourceIds": [
              "ireland-sal-payscale-qa-engineer-mid-career",
              "ireland-sal-indeed-senior-qa-engineer"
            ],
            "note": "2 sources, spread 15%",
            "usd": {
              "p25": 56223.3345,
              "median": 60442.3524,
              "p75": 64661.3703
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6489.0457,
              "median": 6975.9859,
              "p75": 7462.9261
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 7252.8101,
              "median": 7797.0635,
              "p75": 8341.3168
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3018.1608,
              "median": 4326.1928,
              "p75": 5785.214
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3373.4001,
              "median": 4835.3882,
              "p75": 6466.137
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 873.7189,
              "median": 939.283,
              "p75": 1004.8472
            },
            "sourceIds": [
              "ireland-sal-payscale-qa-engineer-mid-career",
              "ireland-sal-indeed-senior-qa-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 976.5561,
              "median": 1049.8372,
              "p75": 1123.1183
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 66894.3475,
            "median": 74298.0123,
            "p75": 80864.781
          },
          "firstYear": {
            "p25": 72732.1669,
            "median": 82196.226,
            "p75": 91049.8727
          },
          "monthly": {
            "p25": 5574.529,
            "median": 6191.501,
            "p75": 6738.7318
          },
          "hourly": {
            "p25": 39.3496,
            "median": 43.7047,
            "p75": 47.5675
          }
        },
        "usd": {
          "annual": {
            "p25": 74767.8508,
            "median": 83042.9312,
            "p75": 90382.6124
          },
          "firstYear": {
            "p25": 81292.7849,
            "median": 91870.7692,
            "p75": 101766.4952
          },
          "monthly": {
            "p25": 6230.6543,
            "median": 6920.2442,
            "p75": 7531.8844
          },
          "hourly": {
            "p25": 43.9811,
            "median": 48.8488,
            "p75": 53.1662
          }
        },
        "sourceIds": [
          "ireland-sal-payscale-qa-engineer-mid-career",
          "ireland-sal-indeed-senior-qa-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "ireland-sal-payscale-qa-engineer-mid-career",
        "ireland-sal-indeed-senior-qa-engineer",
        "ireland-stat-pwc-other-taxes",
        "ireland-stat-lawsociety-usc-prsi",
        "ireland-stat-saffery-prsi-oct-2026",
        "ireland-stat-govie-auto-enrolment-employers",
        "ireland-stat-mhc-auto-enrolment",
        "ireland-stat-lrc-owta-s19",
        "ireland-stat-wrc-public-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "ireland/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "ireland",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.051,
        "sourceIds": [
          "ireland-sal-hero-it-2026",
          "ireland-sal-glassdoor-senior-qa-automation-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1700,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 69000,
              "median": 70750,
              "p75": 72500
            },
            "sourceIds": [
              "ireland-sal-hero-it-2026",
              "ireland-sal-glassdoor-senior-qa-automation-engineer"
            ],
            "note": "2 sources, spread 5%",
            "usd": {
              "p25": 77121.3398,
              "median": 79077.3158,
              "p75": 81033.2918
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8901,
              "median": 9126.75,
              "p75": 9352.5
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 9948.6528,
              "median": 10200.9737,
              "p75": 10453.2946
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2345.664,
              "median": 2610.9766,
              "p75": 3133.8178
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4140,
              "median": 5660,
              "p75": 7250
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4627.2804,
              "median": 6326.1853,
              "p75": 8103.3292
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1198.4769,
              "median": 1228.8731,
              "p75": 1259.2692
            },
            "sourceIds": [
              "ireland-sal-hero-it-2026",
              "ireland-sal-glassdoor-senior-qa-automation-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1339.5383,
              "median": 1373.5121,
              "p75": 1407.4859
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 85585.1409,
            "median": 89376.5997,
            "p75": 93495.587
          },
          "firstYear": {
            "p25": 93592.8563,
            "median": 99709.9093,
            "p75": 106259.4909
          },
          "monthly": {
            "p25": 7132.0951,
            "median": 7448.05,
            "p75": 7791.2989
          },
          "hourly": {
            "p25": 50.3442,
            "median": 52.5745,
            "p75": 54.9974
          }
        },
        "usd": {
          "annual": {
            "p25": 95658.5614,
            "median": 99896.2771,
            "p75": 104500.0715
          },
          "firstYear": {
            "p25": 104608.7895,
            "median": 111445.8232,
            "p75": 118766.2943
          },
          "monthly": {
            "p25": 7971.5468,
            "median": 8324.6898,
            "p75": 8708.3393
          },
          "hourly": {
            "p25": 56.2697,
            "median": 58.7625,
            "p75": 61.4706
          }
        },
        "sourceIds": [
          "ireland-sal-hero-it-2026",
          "ireland-sal-glassdoor-senior-qa-automation-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 69000,
              "median": 70750,
              "p75": 72500
            },
            "sourceIds": [
              "ireland-sal-hero-it-2026",
              "ireland-sal-glassdoor-senior-qa-automation-engineer"
            ],
            "note": "2 sources, spread 5%",
            "usd": {
              "p25": 77121.3398,
              "median": 79077.3158,
              "p75": 81033.2918
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 8901,
              "median": 9126.75,
              "p75": 9352.5
            },
            "sourceIds": [
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "detail": [
              {
                "label": "Employer PRSI, Class A (includes National Training Fund Levy)",
                "value": "11.4%, varies 9.15% to 11.4%",
                "sourceIds": [
                  "ireland-stat-pwc-other-taxes",
                  "ireland-stat-lawsociety-usc-prsi",
                  "ireland-stat-saffery-prsi-oct-2026"
                ]
              },
              {
                "label": "Auto-enrolment pension (My Future Fund), employer contribution",
                "value": "1.5%, capped at EUR 80,000 a year, varies 0% to 1.5%",
                "sourceIds": [
                  "ireland-stat-govie-auto-enrolment-employers",
                  "ireland-stat-mhc-auto-enrolment"
                ]
              }
            ],
            "usd": {
              "p25": 9948.6528,
              "median": 10200.9737,
              "p75": 10453.2946
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "ireland-stat-lrc-owta-s19",
              "ireland-stat-wrc-public-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2345.664,
              "median": 2610.9766,
              "p75": 3133.8178
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4140,
              "median": 5660,
              "p75": 7250
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4627.2804,
              "median": 6326.1853,
              "p75": 8103.3292
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1198.4769,
              "median": 1228.8731,
              "p75": 1259.2692
            },
            "sourceIds": [
              "ireland-sal-hero-it-2026",
              "ireland-sal-glassdoor-senior-qa-automation-engineer",
              "ireland-stat-pwc-other-taxes",
              "ireland-stat-lawsociety-usc-prsi",
              "ireland-stat-saffery-prsi-oct-2026",
              "ireland-stat-govie-auto-enrolment-employers",
              "ireland-stat-mhc-auto-enrolment"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1339.5383,
              "median": 1373.5121,
              "p75": 1407.4859
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 90942.5686,
            "median": 96344.4766,
            "p75": 101000.2803
          },
          "firstYear": {
            "p25": 98950.284,
            "median": 106677.7862,
            "p75": 113764.1842
          },
          "monthly": {
            "p25": 7578.5474,
            "median": 8028.7064,
            "p75": 8416.69
          },
          "hourly": {
            "p25": 53.4956,
            "median": 56.6732,
            "p75": 59.4119
          }
        },
        "usd": {
          "annual": {
            "p25": 101646.5614,
            "median": 107684.2771,
            "p75": 112888.0716
          },
          "firstYear": {
            "p25": 110596.7895,
            "median": 119233.8232,
            "p75": 127154.2943
          },
          "monthly": {
            "p25": 8470.5468,
            "median": 8973.6898,
            "p75": 9407.3393
          },
          "hourly": {
            "p25": 59.7921,
            "median": 63.3437,
            "p75": 66.4047
          }
        },
        "sourceIds": [
          "ireland-sal-hero-it-2026",
          "ireland-sal-glassdoor-senior-qa-automation-engineer",
          "ireland-stat-pwc-other-taxes",
          "ireland-stat-lawsociety-usc-prsi",
          "ireland-stat-saffery-prsi-oct-2026",
          "ireland-stat-govie-auto-enrolment-employers",
          "ireland-stat-mhc-auto-enrolment",
          "ireland-stat-lrc-owta-s19",
          "ireland-stat-wrc-public-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 146014.0608,
              "median": 188959.3728,
              "p75": 206137.4976
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 85 to 120 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 163200,
              "median": 211200,
              "p75": 230400
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 146014.0608,
            "median": 188959.3728,
            "p75": 206137.4976
          },
          "firstYear": {
            "p25": 146014.0608,
            "median": 188959.3728,
            "p75": 206137.4976
          },
          "monthly": {
            "p25": 12167.8384,
            "median": 15746.6144,
            "p75": 17178.1248
          },
          "hourly": {
            "p25": 76.049,
            "median": 98.4163,
            "p75": 107.3633
          }
        },
        "usd": {
          "annual": {
            "p25": 163200,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 163200,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 13600,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 85,
            "median": 110,
            "p75": 120
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "ireland-sal-hero-it-2026",
        "ireland-sal-glassdoor-senior-qa-automation-engineer",
        "ireland-stat-pwc-other-taxes",
        "ireland-stat-lawsociety-usc-prsi",
        "ireland-stat-saffery-prsi-oct-2026",
        "ireland-stat-govie-auto-enrolment-employers",
        "ireland-stat-mhc-auto-enrolment",
        "ireland-stat-lrc-owta-s19",
        "ireland-stat-wrc-public-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "germany/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "germany",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 4,
        "spread": 0.272,
        "sourceIds": [
          "de-sal-stepstone-junior-tester",
          "de-sal-payscale-test-qa-engineer-software",
          "de-sal-glassdoor-de-junior-qa-engineer",
          "de-sal-jobvector-softwaretester"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1708,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 40691,
              "median": 43918.75,
              "p75": 51749
            },
            "sourceIds": [
              "de-sal-stepstone-junior-tester",
              "de-sal-payscale-test-qa-engineer-software",
              "de-sal-glassdoor-de-junior-qa-engineer",
              "de-sal-jobvector-softwaretester"
            ],
            "note": "4 sources, spread 27%",
            "usd": {
              "p25": 45480.3542,
              "median": 49088.0122,
              "p75": 57839.8872
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9011.1033,
              "median": 9725.895,
              "p75": 11459.9195
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 10071.7154,
              "median": 10870.6385,
              "p75": 12808.7587
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2441.46,
              "median": 3513.5,
              "p75": 5174.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2728.8213,
              "median": 3927.041,
              "p75": 5783.9887
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1911.6194,
              "median": 2063.2556,
              "p75": 2431.1123
            },
            "sourceIds": [
              "de-sal-stepstone-junior-tester",
              "de-sal-payscale-test-qa-engineer-software",
              "de-sal-glassdoor-de-junior-qa-engineer",
              "de-sal-jobvector-softwaretester",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2136.6181,
              "median": 2306.1019,
              "p75": 2717.2556
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 54908.4971,
            "median": 60232.6643,
            "p75": 72069.8922
          },
          "firstYear": {
            "p25": 61438.1161,
            "median": 68597.7976,
            "p75": 83478.9106
          },
          "monthly": {
            "p25": 4575.7081,
            "median": 5019.3887,
            "p75": 6005.8243
          },
          "hourly": {
            "p25": 32.1478,
            "median": 35.265,
            "p75": 42.1955
          }
        },
        "usd": {
          "annual": {
            "p25": 61371.2589,
            "median": 67322.0836,
            "p75": 80552.5601
          },
          "firstYear": {
            "p25": 68669.4178,
            "median": 76671.798,
            "p75": 93304.4265
          },
          "monthly": {
            "p25": 5114.2716,
            "median": 5610.1736,
            "p75": 6712.7133
          },
          "hourly": {
            "p25": 35.9316,
            "median": 39.4157,
            "p75": 47.1619
          }
        },
        "sourceIds": [
          "de-sal-stepstone-junior-tester",
          "de-sal-payscale-test-qa-engineer-software",
          "de-sal-glassdoor-de-junior-qa-engineer",
          "de-sal-jobvector-softwaretester",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1708 hours",
            "group": "rate",
            "local": {
              "p25": 90067.756,
              "median": 107273.7175,
              "p75": 130314.8136
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 100668.7829,
              "median": 119899.8959,
              "p75": 145652.9424
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2441.46,
              "median": 3513.5,
              "p75": 5174.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 2728.8213,
              "median": 3927.041,
              "p75": 5783.9887
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 3464.1445,
              "median": 4125.9122,
              "p75": 5012.1082
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "isDefault": true,
            "usd": {
              "p25": 3871.8763,
              "median": 4611.5345,
              "p75": 5602.0362
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 96284.714,
            "median": 115224.4832,
            "p75": 141027.9019
          },
          "firstYear": {
            "p25": 105143.1207,
            "median": 126683.6015,
            "p75": 156308.4142
          },
          "monthly": {
            "p25": 8023.7262,
            "median": 9602.0403,
            "p75": 11752.3252
          },
          "hourly": {
            "p25": 56.3728,
            "median": 67.4616,
            "p75": 82.569
          }
        },
        "usd": {
          "annual": {
            "p25": 107617.4804,
            "median": 128786.4714,
            "p75": 157626.9673
          },
          "firstYear": {
            "p25": 117518.5267,
            "median": 141594.3345,
            "p75": 174706.0047
          },
          "monthly": {
            "p25": 8968.1234,
            "median": 10732.206,
            "p75": 13135.5807
          },
          "hourly": {
            "p25": 63.0079,
            "median": 75.4019,
            "p75": 92.2874
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 40691,
              "median": 43918.75,
              "p75": 51749
            },
            "sourceIds": [
              "de-sal-stepstone-junior-tester",
              "de-sal-payscale-test-qa-engineer-software",
              "de-sal-glassdoor-de-junior-qa-engineer",
              "de-sal-jobvector-softwaretester"
            ],
            "note": "4 sources, spread 27%",
            "usd": {
              "p25": 45480.3542,
              "median": 49088.0122,
              "p75": 57839.8872
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9011.1033,
              "median": 9725.895,
              "p75": 11459.9195
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 10071.7154,
              "median": 10870.6385,
              "p75": 12808.7587
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2441.46,
              "median": 3513.5,
              "p75": 5174.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2728.8213,
              "median": 3927.041,
              "p75": 5783.9887
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1911.6194,
              "median": 2063.2556,
              "p75": 2431.1123
            },
            "sourceIds": [
              "de-sal-stepstone-junior-tester",
              "de-sal-payscale-test-qa-engineer-software",
              "de-sal-glassdoor-de-junior-qa-engineer",
              "de-sal-jobvector-softwaretester",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2136.6181,
              "median": 2306.1019,
              "p75": 2717.2556
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 60265.9248,
            "median": 67200.5412,
            "p75": 79574.5855
          },
          "firstYear": {
            "p25": 66795.5438,
            "median": 75565.6745,
            "p75": 90983.6039
          },
          "monthly": {
            "p25": 5022.1604,
            "median": 5600.0451,
            "p75": 6631.2155
          },
          "hourly": {
            "p25": 35.2845,
            "median": 39.3446,
            "p75": 46.5893
          }
        },
        "usd": {
          "annual": {
            "p25": 67359.2589,
            "median": 75110.0837,
            "p75": 88940.5601
          },
          "firstYear": {
            "p25": 74657.4178,
            "median": 84459.798,
            "p75": 101692.4266
          },
          "monthly": {
            "p25": 5613.2716,
            "median": 6259.1736,
            "p75": 7411.7134
          },
          "hourly": {
            "p25": 39.4375,
            "median": 43.9755,
            "p75": 52.0729
          }
        },
        "sourceIds": [
          "de-sal-stepstone-junior-tester",
          "de-sal-payscale-test-qa-engineer-software",
          "de-sal-glassdoor-de-junior-qa-engineer",
          "de-sal-jobvector-softwaretester",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "de-sal-stepstone-junior-tester",
        "de-sal-payscale-test-qa-engineer-software",
        "de-sal-glassdoor-de-junior-qa-engineer",
        "de-sal-jobvector-softwaretester",
        "germany-stat-drv-rechengroessen-2026",
        "germany-stat-bundesregierung-bbg-2026",
        "germany-stat-pwc-other-taxes",
        "germany-stat-lohninfo-sv-2026",
        "germany-stat-tk-insolvenzgeldumlage-2026",
        "germany-stat-vbg-gefahrtarif-2022",
        "germany-stat-vbg-beitragsfuss-2025",
        "germany-stat-barmer-umlage-2026",
        "germany-stat-dak-umlage-2026",
        "germany-stat-burlg-3",
        "germany-stat-bundestag-feiertage",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "germany/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "germany",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.092,
        "sourceIds": [
          "de-sal-payscale-qa-engineer",
          "de-sal-stepstone-qa-engineer-bands"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1708,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 44500,
              "median": 46549,
              "p75": 48598
            },
            "sourceIds": [
              "de-sal-payscale-qa-engineer",
              "de-sal-stepstone-qa-engineer-bands"
            ],
            "note": "2 sources, spread 9%",
            "usd": {
              "p25": 49737.6757,
              "median": 52027.8442,
              "p75": 54318.0126
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9854.614,
              "median": 10308.3691,
              "p75": 10762.1243
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11014.5078,
              "median": 11521.6701,
              "p75": 12028.8325
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2670,
              "median": 3723.92,
              "p75": 4859.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2984.2605,
              "median": 4162.2275,
              "p75": 5431.8013
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1254.3372,
              "median": 1312.0931,
              "p75": 1369.849
            },
            "sourceIds": [
              "de-sal-payscale-qa-engineer",
              "de-sal-stepstone-qa-engineer-bands",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1401.9735,
              "median": 1466.5273,
              "p75": 1531.081
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 59132.2656,
            "median": 62904.6459,
            "p75": 66844.7337
          },
          "firstYear": {
            "p25": 65018.7715,
            "median": 70458.6656,
            "p75": 76189.2073
          },
          "monthly": {
            "p25": 4927.6888,
            "median": 5242.0538,
            "p75": 5570.3945
          },
          "hourly": {
            "p25": 34.6208,
            "median": 36.8294,
            "p75": 39.1363
          }
        },
        "usd": {
          "annual": {
            "p25": 66092.1674,
            "median": 70308.559,
            "p75": 74712.3974
          },
          "firstYear": {
            "p25": 72671.5184,
            "median": 78751.6912,
            "p75": 85156.721
          },
          "monthly": {
            "p25": 5507.6806,
            "median": 5859.0466,
            "p75": 6226.0331
          },
          "hourly": {
            "p25": 38.6957,
            "median": 41.1642,
            "p75": 43.7427
          }
        },
        "sourceIds": [
          "de-sal-payscale-qa-engineer",
          "de-sal-stepstone-qa-engineer-bands",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1708 hours",
            "group": "rate",
            "local": {
              "p25": 90067.756,
              "median": 107273.7175,
              "p75": 130314.8136
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 100668.7829,
              "median": 119899.8959,
              "p75": 145652.9424
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2670,
              "median": 3723.92,
              "p75": 4859.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 2984.2605,
              "median": 4162.2275,
              "p75": 5431.8013
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2078.4867,
              "median": 2475.5473,
              "p75": 3007.2649
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "isDefault": true,
            "usd": {
              "p25": 2323.1258,
              "median": 2766.9207,
              "p75": 3361.2217
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95127.5962,
            "median": 113784.5383,
            "p75": 138707.9586
          },
          "firstYear": {
            "p25": 102250.3262,
            "median": 123083.7393,
            "p75": 150508.556
          },
          "monthly": {
            "p25": 7927.2997,
            "median": 9482.0449,
            "p75": 11558.9966
          },
          "hourly": {
            "p25": 55.6953,
            "median": 66.6186,
            "p75": 81.2107
          }
        },
        "usd": {
          "annual": {
            "p25": 106324.1692,
            "median": 127177.0441,
            "p75": 155033.9654
          },
          "firstYear": {
            "p25": 114285.2486,
            "median": 137570.7664,
            "p75": 168223.4999
          },
          "monthly": {
            "p25": 8860.3474,
            "median": 10598.0871,
            "p75": 12919.4972
          },
          "hourly": {
            "p25": 62.2507,
            "median": 74.4596,
            "p75": 90.7692
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 44500,
              "median": 46549,
              "p75": 48598
            },
            "sourceIds": [
              "de-sal-payscale-qa-engineer",
              "de-sal-stepstone-qa-engineer-bands"
            ],
            "note": "2 sources, spread 9%",
            "usd": {
              "p25": 49737.6757,
              "median": 52027.8442,
              "p75": 54318.0126
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9854.614,
              "median": 10308.3691,
              "p75": 10762.1243
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11014.5078,
              "median": 11521.6701,
              "p75": 12028.8325
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 2670,
              "median": 3723.92,
              "p75": 4859.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2984.2605,
              "median": 4162.2275,
              "p75": 5431.8013
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1254.3372,
              "median": 1312.0931,
              "p75": 1369.849
            },
            "sourceIds": [
              "de-sal-payscale-qa-engineer",
              "de-sal-stepstone-qa-engineer-bands",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1401.9735,
              "median": 1466.5273,
              "p75": 1531.081
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 64489.6933,
            "median": 69872.5228,
            "p75": 74349.427
          },
          "firstYear": {
            "p25": 70376.1992,
            "median": 77426.5425,
            "p75": 83693.9006
          },
          "monthly": {
            "p25": 5374.1411,
            "median": 5822.7102,
            "p75": 6195.7856
          },
          "hourly": {
            "p25": 37.7574,
            "median": 40.909,
            "p75": 43.5301
          }
        },
        "usd": {
          "annual": {
            "p25": 72080.1674,
            "median": 78096.559,
            "p75": 83100.3975
          },
          "firstYear": {
            "p25": 78659.5184,
            "median": 86539.6912,
            "p75": 93544.721
          },
          "monthly": {
            "p25": 6006.6806,
            "median": 6508.0465,
            "p75": 6925.0331
          },
          "hourly": {
            "p25": 42.2015,
            "median": 45.724,
            "p75": 48.6536
          }
        },
        "sourceIds": [
          "de-sal-payscale-qa-engineer",
          "de-sal-stepstone-qa-engineer-bands",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "de-sal-payscale-qa-engineer",
        "de-sal-stepstone-qa-engineer-bands",
        "germany-stat-drv-rechengroessen-2026",
        "germany-stat-bundesregierung-bbg-2026",
        "germany-stat-pwc-other-taxes",
        "germany-stat-lohninfo-sv-2026",
        "germany-stat-tk-insolvenzgeldumlage-2026",
        "germany-stat-vbg-gefahrtarif-2022",
        "germany-stat-vbg-beitragsfuss-2025",
        "germany-stat-barmer-umlage-2026",
        "germany-stat-dak-umlage-2026",
        "germany-stat-burlg-3",
        "germany-stat-bundestag-feiertage",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "germany/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "germany",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.039,
        "sourceIds": [
          "de-sal-stepstone-senior-qa-engineer",
          "de-sal-payscale-sr-test-qa-engineer-software"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1708,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 56700,
              "median": 57793,
              "p75": 58886
            },
            "sourceIds": [
              "de-sal-stepstone-senior-qa-engineer",
              "de-sal-payscale-sr-test-qa-engineer-software"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 63373.6227,
              "median": 64595.2694,
              "p75": 65816.9162
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12556.3284,
              "median": 12798.3754,
              "p75": 13040.4225
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 14034.2155,
              "median": 14304.7516,
              "p75": 14575.2877
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3402,
              "median": 4623.44,
              "p75": 5888.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3802.4174,
              "median": 5167.6216,
              "p75": 6581.6916
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1065.482,
              "median": 1086.0212,
              "p75": 1106.5603
            },
            "sourceIds": [
              "de-sal-stepstone-senior-qa-engineer",
              "de-sal-payscale-sr-test-qa-engineer-software",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1190.8898,
              "median": 1213.8465,
              "p75": 1236.8031
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 74577.1248,
            "median": 77312.1003,
            "p75": 80176.5432
          },
          "firstYear": {
            "p25": 81278.3477,
            "median": 85876.292,
            "p75": 90669.2838
          },
          "monthly": {
            "p25": 6214.7604,
            "median": 6442.675,
            "p75": 6681.3786
          },
          "hourly": {
            "p25": 43.6634,
            "median": 45.2647,
            "p75": 46.9418
          }
        },
        "usd": {
          "annual": {
            "p25": 83354.8954,
            "median": 86411.7791,
            "p75": 89613.3686
          },
          "firstYear": {
            "p25": 90844.8561,
            "median": 95983.9811,
            "p75": 101341.1108
          },
          "monthly": {
            "p25": 6946.2413,
            "median": 7200.9816,
            "p75": 7467.7807
          },
          "hourly": {
            "p25": 48.8026,
            "median": 50.5924,
            "p75": 52.4669
          }
        },
        "sourceIds": [
          "de-sal-stepstone-senior-qa-engineer",
          "de-sal-payscale-sr-test-qa-engineer-software",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1708 hours",
            "group": "rate",
            "local": {
              "p25": 90067.756,
              "median": 107273.7175,
              "p75": 130314.8136
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 100668.7829,
              "median": 119899.8959,
              "p75": 145652.9424
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3402,
              "median": 4623.44,
              "p75": 5888.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 3802.4174,
              "median": 5167.6216,
              "p75": 6581.6916
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1385.6578,
              "median": 1650.3649,
              "p75": 2004.8433
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "isDefault": true,
            "usd": {
              "p25": 1548.7505,
              "median": 1844.6138,
              "p75": 2240.8145
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95166.7673,
            "median": 113858.8759,
            "p75": 138734.337
          },
          "firstYear": {
            "p25": 102348.254,
            "median": 123269.5832,
            "p75": 150574.5019
          },
          "monthly": {
            "p25": 7930.5639,
            "median": 9488.2397,
            "p75": 11561.1948
          },
          "hourly": {
            "p25": 55.7182,
            "median": 66.6621,
            "p75": 81.2262
          }
        },
        "usd": {
          "annual": {
            "p25": 106367.9507,
            "median": 127260.1313,
            "p75": 155063.4485
          },
          "firstYear": {
            "p25": 114394.7025,
            "median": 137778.4843,
            "p75": 168297.2076
          },
          "monthly": {
            "p25": 8863.9958,
            "median": 10605.011,
            "p75": 12921.9541
          },
          "hourly": {
            "p25": 62.2763,
            "median": 74.5083,
            "p75": 90.7866
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 56700,
              "median": 57793,
              "p75": 58886
            },
            "sourceIds": [
              "de-sal-stepstone-senior-qa-engineer",
              "de-sal-payscale-sr-test-qa-engineer-software"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 63373.6227,
              "median": 64595.2694,
              "p75": 65816.9162
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12556.3284,
              "median": 12798.3754,
              "p75": 13040.4225
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 14034.2155,
              "median": 14304.7516,
              "p75": 14575.2877
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3402,
              "median": 4623.44,
              "p75": 5888.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3802.4174,
              "median": 5167.6216,
              "p75": 6581.6916
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1065.482,
              "median": 1086.0212,
              "p75": 1106.5603
            },
            "sourceIds": [
              "de-sal-stepstone-senior-qa-engineer",
              "de-sal-payscale-sr-test-qa-engineer-software",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1190.8898,
              "median": 1213.8465,
              "p75": 1236.8031
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 79934.5525,
            "median": 84279.9772,
            "p75": 87681.2365
          },
          "firstYear": {
            "p25": 86635.7754,
            "median": 92844.1689,
            "p75": 98173.9771
          },
          "monthly": {
            "p25": 6661.2127,
            "median": 7023.3314,
            "p75": 7306.7697
          },
          "hourly": {
            "p25": 46.8001,
            "median": 49.3442,
            "p75": 51.3356
          }
        },
        "usd": {
          "annual": {
            "p25": 89342.8954,
            "median": 94199.7791,
            "p75": 98001.3686
          },
          "firstYear": {
            "p25": 96832.8561,
            "median": 103771.9811,
            "p75": 109729.1108
          },
          "monthly": {
            "p25": 7445.2413,
            "median": 7849.9816,
            "p75": 8166.7807
          },
          "hourly": {
            "p25": 52.3085,
            "median": 55.152,
            "p75": 57.3778
          }
        },
        "sourceIds": [
          "de-sal-stepstone-senior-qa-engineer",
          "de-sal-payscale-sr-test-qa-engineer-software",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "de-sal-stepstone-senior-qa-engineer",
        "de-sal-payscale-sr-test-qa-engineer-software",
        "germany-stat-drv-rechengroessen-2026",
        "germany-stat-bundesregierung-bbg-2026",
        "germany-stat-pwc-other-taxes",
        "germany-stat-lohninfo-sv-2026",
        "germany-stat-tk-insolvenzgeldumlage-2026",
        "germany-stat-vbg-gefahrtarif-2022",
        "germany-stat-vbg-beitragsfuss-2025",
        "germany-stat-barmer-umlage-2026",
        "germany-stat-dak-umlage-2026",
        "germany-stat-burlg-3",
        "germany-stat-bundestag-feiertage",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "germany/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "germany",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.071,
        "sourceIds": [
          "de-sal-payscale-senior-qa-test-automation",
          "de-sal-glassdoor-senior-test-automation-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1708,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 64500,
              "median": 66784.5,
              "p75": 69069
            },
            "sourceIds": [
              "de-sal-payscale-senior-qa-test-automation",
              "de-sal-glassdoor-senior-test-automation-engineer"
            ],
            "note": "2 sources, spread 7%",
            "usd": {
              "p25": 72091.6872,
              "median": 74645.0742,
              "p75": 77198.4611
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 14283.654,
              "median": 14789.5611,
              "p75": 15295.4682
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 15964.8483,
              "median": 16530.301,
              "p75": 17095.7536
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2345.664,
              "median": 2610.9766,
              "p75": 3133.8178
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3870,
              "median": 5342.76,
              "p75": 6906.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4325.5012,
              "median": 5971.6059,
              "p75": 7719.8461
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1212.0562,
              "median": 1254.9856,
              "p75": 1297.9149
            },
            "sourceIds": [
              "de-sal-payscale-senior-qa-test-automation",
              "de-sal-glassdoor-senior-test-automation-engineer",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1354.7159,
              "median": 1402.6981,
              "p75": 1450.6802
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 86211.3742,
            "median": 90782.7833,
            "p75": 95703.1009
          },
          "firstYear": {
            "p25": 93834.4585,
            "median": 100679.4016,
            "p75": 108010.3232
          },
          "monthly": {
            "p25": 7184.2812,
            "median": 7565.2319,
            "p75": 7975.2584
          },
          "hourly": {
            "p25": 50.475,
            "median": 53.1515,
            "p75": 56.0323
          }
        },
        "usd": {
          "annual": {
            "p25": 96358.5027,
            "median": 101467.9693,
            "p75": 106967.4111
          },
          "firstYear": {
            "p25": 104878.8284,
            "median": 112529.4253,
            "p75": 120723.2006
          },
          "monthly": {
            "p25": 8029.8752,
            "median": 8455.6641,
            "p75": 8913.9509
          },
          "hourly": {
            "p25": 56.4159,
            "median": 59.4075,
            "p75": 62.6273
          }
        },
        "sourceIds": [
          "de-sal-payscale-senior-qa-test-automation",
          "de-sal-glassdoor-senior-test-automation-engineer",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 64500,
              "median": 66784.5,
              "p75": 69069
            },
            "sourceIds": [
              "de-sal-payscale-senior-qa-test-automation",
              "de-sal-glassdoor-senior-test-automation-engineer"
            ],
            "note": "2 sources, spread 7%",
            "usd": {
              "p25": 72091.6872,
              "median": 74645.0742,
              "p75": 77198.4611
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 14283.654,
              "median": 14789.5611,
              "p75": 15295.4682
            },
            "sourceIds": [
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "detail": [
              {
                "label": "Pension insurance, employer share",
                "value": "9.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1.3%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-drv-rechengroessen-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Health insurance, employer share of general rate",
                "value": "7.3%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-bundesregierung-bbg-2026",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Health insurance additional contribution (Zusatzbeitrag), employer half of the 2026 average",
                "value": "1.45%, capped at EUR 69,750 a year",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Long-term care insurance, employer share",
                "value": "1.8%, capped at EUR 69,750 a year, varies 1.3% to 1.8%",
                "sourceIds": [
                  "germany-stat-pwc-other-taxes",
                  "germany-stat-lohninfo-sv-2026"
                ]
              },
              {
                "label": "Insolvency benefit levy (Insolvenzgeldumlage, U3)",
                "value": "0.15%, capped at EUR 101,400 a year",
                "sourceIds": [
                  "germany-stat-tk-insolvenzgeldumlage-2026",
                  "germany-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Statutory accident insurance (Berufsgenossenschaft VBG), software companies",
                "value": "0.4252%",
                "sourceIds": [
                  "germany-stat-vbg-gefahrtarif-2022",
                  "germany-stat-vbg-beitragsfuss-2025"
                ]
              },
              {
                "label": "Maternity levy (Umlage U2)",
                "value": "0.42%, capped at EUR 101,400 a year, varies 0.39% to 0.42%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              },
              {
                "label": "Sick pay levy (Umlage U1), small employers only",
                "value": "0%, capped at EUR 101,400 a year, varies 0% to 4%",
                "sourceIds": [
                  "germany-stat-barmer-umlage-2026",
                  "germany-stat-dak-umlage-2026"
                ]
              }
            ],
            "usd": {
              "p25": 15964.8483,
              "median": 16530.301,
              "p75": 17095.7536
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "germany-stat-burlg-3",
              "germany-stat-bundestag-feiertage"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2345.664,
              "median": 2610.9766,
              "p75": 3133.8178
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3870,
              "median": 5342.76,
              "p75": 6906.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4325.5012,
              "median": 5971.6059,
              "p75": 7719.8461
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1212.0562,
              "median": 1254.9856,
              "p75": 1297.9149
            },
            "sourceIds": [
              "de-sal-payscale-senior-qa-test-automation",
              "de-sal-glassdoor-senior-test-automation-engineer",
              "germany-stat-drv-rechengroessen-2026",
              "germany-stat-bundesregierung-bbg-2026",
              "germany-stat-pwc-other-taxes",
              "germany-stat-lohninfo-sv-2026",
              "germany-stat-tk-insolvenzgeldumlage-2026",
              "germany-stat-vbg-gefahrtarif-2022",
              "germany-stat-vbg-beitragsfuss-2025",
              "germany-stat-barmer-umlage-2026",
              "germany-stat-dak-umlage-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1354.7159,
              "median": 1402.6981,
              "p75": 1450.6802
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 91568.8019,
            "median": 97750.6602,
            "p75": 103207.7942
          },
          "firstYear": {
            "p25": 99191.8862,
            "median": 107647.2785,
            "p75": 115515.0165
          },
          "monthly": {
            "p25": 7630.7335,
            "median": 8145.8884,
            "p75": 8600.6495
          },
          "hourly": {
            "p25": 53.6117,
            "median": 57.2311,
            "p75": 60.4261
          }
        },
        "usd": {
          "annual": {
            "p25": 102346.5027,
            "median": 109255.9693,
            "p75": 115355.4111
          },
          "firstYear": {
            "p25": 110866.8284,
            "median": 120317.4253,
            "p75": 129111.2006
          },
          "monthly": {
            "p25": 8528.8752,
            "median": 9104.6642,
            "p75": 9612.9509
          },
          "hourly": {
            "p25": 59.9218,
            "median": 63.9672,
            "p75": 67.5383
          }
        },
        "sourceIds": [
          "de-sal-payscale-senior-qa-test-automation",
          "de-sal-glassdoor-senior-test-automation-engineer",
          "germany-stat-drv-rechengroessen-2026",
          "germany-stat-bundesregierung-bbg-2026",
          "germany-stat-pwc-other-taxes",
          "germany-stat-lohninfo-sv-2026",
          "germany-stat-tk-insolvenzgeldumlage-2026",
          "germany-stat-vbg-gefahrtarif-2022",
          "germany-stat-vbg-beitragsfuss-2025",
          "germany-stat-barmer-umlage-2026",
          "germany-stat-dak-umlage-2026",
          "germany-stat-burlg-3",
          "germany-stat-bundestag-feiertage",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 146014.0608,
              "median": 188959.3728,
              "p75": 206137.4976
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 85 to 120 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 163200,
              "median": 211200,
              "p75": 230400
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 146014.0608,
            "median": 188959.3728,
            "p75": 206137.4976
          },
          "firstYear": {
            "p25": 146014.0608,
            "median": 188959.3728,
            "p75": 206137.4976
          },
          "monthly": {
            "p25": 12167.8384,
            "median": 15746.6144,
            "p75": 17178.1248
          },
          "hourly": {
            "p25": 76.049,
            "median": 98.4163,
            "p75": 107.3633
          }
        },
        "usd": {
          "annual": {
            "p25": 163200,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 163200,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 13600,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 85,
            "median": 110,
            "p75": 120
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "de-sal-payscale-senior-qa-test-automation",
        "de-sal-glassdoor-senior-test-automation-engineer",
        "germany-stat-drv-rechengroessen-2026",
        "germany-stat-bundesregierung-bbg-2026",
        "germany-stat-pwc-other-taxes",
        "germany-stat-lohninfo-sv-2026",
        "germany-stat-tk-insolvenzgeldumlage-2026",
        "germany-stat-vbg-gefahrtarif-2022",
        "germany-stat-vbg-beitragsfuss-2025",
        "germany-stat-barmer-umlage-2026",
        "germany-stat-dak-umlage-2026",
        "germany-stat-burlg-3",
        "germany-stat-bundestag-feiertage",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "spain/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "spain",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 4,
        "spread": 0.192,
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-jooble-junior-qa-tester",
          "spain-sal-glassdoor-junior-qa-tester",
          "spain-sal-manfred-guia-2026"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1660,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 17571.4286,
              "median": 19581.39,
              "p75": 20940
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-jooble-junior-qa-tester",
              "spain-sal-glassdoor-junior-qa-tester",
              "spain-sal-manfred-guia-2026"
            ],
            "note": "4 sources, spread 19%",
            "usd": {
              "p25": 19639.5959,
              "median": 21886.1309,
              "p75": 23404.6501
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5649.2143,
              "median": 6295.4169,
              "p75": 6732.21
            },
            "sourceIds": [
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Common contingencies (contingencias comunes)",
                "value": "23.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026",
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Unemployment (desempleo), permanent contract",
                "value": "5.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Wage guarantee fund (FOGASA)",
                "value": "0.2%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Vocational training (formación profesional)",
                "value": "0.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Intergenerational equity mechanism (MEI)",
                "value": "0.75%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Work accident and occupational disease (AT/EP), CNAE 62",
                "value": "1.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-atep-cnae62",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 1",
                "value": "0.96%, capped at EUR 67,335.84 a year, on earnings above EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 2",
                "value": "1.04%, capped at EUR 91,821.6 a year, on earnings above EUR 67,335.84 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 3",
                "value": "1.22%, on earnings above EUR 91,821.6 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              }
            ],
            "usd": {
              "p25": 6314.1301,
              "median": 7036.3911,
              "p75": 7524.595
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2928.5714,
              "median": 3263.565,
              "p75": 3490
            },
            "sourceIds": [
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "detail": [
              {
                "label": "Two extraordinary payments (pagas extra)",
                "value": "2 extra monthly salaries",
                "sourceIds": [
                  "spain-stat-boe-estatuto-trabajadores"
                ]
              }
            ],
            "usd": {
              "p25": 3273.266,
              "median": 3647.6885,
              "p75": 3900.775
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1054.2857,
              "median": 1566.5112,
              "p75": 2094
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1178.3758,
              "median": 1750.8905,
              "p75": 2340.465
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1005.739,
              "median": 1120.7835,
              "p75": 1198.5465
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-jooble-junior-qa-tester",
              "spain-sal-glassdoor-junior-qa-tester",
              "spain-sal-manfred-guia-2026",
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 1124.1151,
              "median": 1252.7004,
              "p75": 1339.6162
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 29062.5534,
            "median": 32838.9303,
            "p75": 35709.7169
          },
          "firstYear": {
            "p25": 32152.5905,
            "median": 36869.8724,
            "p75": 40648.5367
          },
          "monthly": {
            "p25": 2421.8795,
            "median": 2736.5775,
            "p75": 2975.8097
          },
          "hourly": {
            "p25": 17.5076,
            "median": 19.7825,
            "p75": 21.5119
          }
        },
        "usd": {
          "annual": {
            "p25": 32483.2327,
            "median": 36704.0913,
            "p75": 39912.7712
          },
          "firstYear": {
            "p25": 35936.969,
            "median": 41209.4777,
            "p75": 45432.8929
          },
          "monthly": {
            "p25": 2706.9361,
            "median": 3058.6743,
            "p75": 3326.0642
          },
          "hourly": {
            "p25": 19.5683,
            "median": 22.1109,
            "p75": 24.0439
          }
        },
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-jooble-junior-qa-tester",
          "spain-sal-glassdoor-junior-qa-tester",
          "spain-sal-manfred-guia-2026",
          "spain-stat-segsocial-bases-tipos-2026",
          "spain-stat-cuatrecasas-orden-2026",
          "spain-stat-atep-cnae62",
          "spain-stat-pwc-other-taxes",
          "spain-stat-boe-estatuto-trabajadores",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1660 hours",
            "group": "rate",
            "local": {
              "p25": 87536.5779,
              "median": 104258.9994,
              "p75": 126652.5706
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 97839.6836,
              "median": 116530.3438,
              "p75": 141559.6513
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1054.2857,
              "median": 1566.5112,
              "p75": 2094
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 1178.3758,
              "median": 1750.8905,
              "p75": 2340.465
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 3366.7915,
              "median": 4009.9615,
              "p75": 4871.2527
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "usd": {
              "p25": 3763.0648,
              "median": 4481.9363,
              "p75": 5444.602
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 92269.0086,
            "median": 110146.8256,
            "p75": 134143.9034
          },
          "firstYear": {
            "p25": 98900.6243,
            "median": 118511.5347,
            "p75": 144591.7825
          },
          "monthly": {
            "p25": 7689.0841,
            "median": 9178.9021,
            "p75": 11178.6586
          },
          "hourly": {
            "p25": 55.5837,
            "median": 66.3535,
            "p75": 80.8096
          }
        },
        "usd": {
          "annual": {
            "p25": 103129.1241,
            "median": 123111.1705,
            "p75": 149932.7182
          },
          "firstYear": {
            "p25": 110541.2848,
            "median": 132460.4107,
            "p75": 161610.3187
          },
          "monthly": {
            "p25": 8594.0937,
            "median": 10259.2642,
            "p75": 12494.3932
          },
          "hourly": {
            "p25": 62.1259,
            "median": 74.1633,
            "p75": 90.3209
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "spain-stat-boe-estatuto-trabajadores",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 17571.4286,
              "median": 19581.39,
              "p75": 20940
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-jooble-junior-qa-tester",
              "spain-sal-glassdoor-junior-qa-tester",
              "spain-sal-manfred-guia-2026"
            ],
            "note": "4 sources, spread 19%",
            "usd": {
              "p25": 19639.5959,
              "median": 21886.1309,
              "p75": 23404.6501
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5649.2143,
              "median": 6295.4169,
              "p75": 6732.21
            },
            "sourceIds": [
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Common contingencies (contingencias comunes)",
                "value": "23.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026",
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Unemployment (desempleo), permanent contract",
                "value": "5.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Wage guarantee fund (FOGASA)",
                "value": "0.2%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Vocational training (formación profesional)",
                "value": "0.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Intergenerational equity mechanism (MEI)",
                "value": "0.75%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Work accident and occupational disease (AT/EP), CNAE 62",
                "value": "1.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-atep-cnae62",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 1",
                "value": "0.96%, capped at EUR 67,335.84 a year, on earnings above EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 2",
                "value": "1.04%, capped at EUR 91,821.6 a year, on earnings above EUR 67,335.84 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 3",
                "value": "1.22%, on earnings above EUR 91,821.6 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              }
            ],
            "usd": {
              "p25": 6314.1301,
              "median": 7036.3911,
              "p75": 7524.595
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2928.5714,
              "median": 3263.565,
              "p75": 3490
            },
            "sourceIds": [
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "detail": [
              {
                "label": "Two extraordinary payments (pagas extra)",
                "value": "2 extra monthly salaries",
                "sourceIds": [
                  "spain-stat-boe-estatuto-trabajadores"
                ]
              }
            ],
            "usd": {
              "p25": 3273.266,
              "median": 3647.6885,
              "p75": 3900.775
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1054.2857,
              "median": 1566.5112,
              "p75": 2094
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1178.3758,
              "median": 1750.8905,
              "p75": 2340.465
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1005.739,
              "median": 1120.7835,
              "p75": 1198.5465
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-jooble-junior-qa-tester",
              "spain-sal-glassdoor-junior-qa-tester",
              "spain-sal-manfred-guia-2026",
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 1124.1151,
              "median": 1252.7004,
              "p75": 1339.6162
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 34419.9811,
            "median": 39806.8072,
            "p75": 43214.4102
          },
          "firstYear": {
            "p25": 37510.0182,
            "median": 43837.7493,
            "p75": 48153.23
          },
          "monthly": {
            "p25": 2868.3318,
            "median": 3317.2339,
            "p75": 3601.2009
          },
          "hourly": {
            "p25": 20.7349,
            "median": 23.98,
            "p75": 26.0328
          }
        },
        "usd": {
          "annual": {
            "p25": 38471.2327,
            "median": 44492.0914,
            "p75": 48300.7712
          },
          "firstYear": {
            "p25": 41924.969,
            "median": 48997.4777,
            "p75": 53820.893
          },
          "monthly": {
            "p25": 3205.9361,
            "median": 3707.6742,
            "p75": 4025.0643
          },
          "hourly": {
            "p25": 23.1754,
            "median": 26.8025,
            "p75": 29.0969
          }
        },
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-jooble-junior-qa-tester",
          "spain-sal-glassdoor-junior-qa-tester",
          "spain-sal-manfred-guia-2026",
          "spain-stat-segsocial-bases-tipos-2026",
          "spain-stat-cuatrecasas-orden-2026",
          "spain-stat-atep-cnae62",
          "spain-stat-pwc-other-taxes",
          "spain-stat-boe-estatuto-trabajadores",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "spain-sal-payscale-qa-engineer",
        "spain-sal-jooble-junior-qa-tester",
        "spain-sal-glassdoor-junior-qa-tester",
        "spain-sal-manfred-guia-2026",
        "spain-stat-segsocial-bases-tipos-2026",
        "spain-stat-cuatrecasas-orden-2026",
        "spain-stat-atep-cnae62",
        "spain-stat-pwc-other-taxes",
        "spain-stat-boe-estatuto-trabajadores",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "spain/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "spain",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.225,
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-manfred-guia-2026"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1660,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 24857.1429,
              "median": 27656.0443,
              "p75": 30454.9457
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-manfred-guia-2026"
            ],
            "note": "2 sources, spread 23%",
            "usd": {
              "p25": 27782.8429,
              "median": 30911.1767,
              "p75": 34039.5104
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7991.5714,
              "median": 8891.4182,
              "p75": 9791.265
            },
            "sourceIds": [
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Common contingencies (contingencias comunes)",
                "value": "23.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026",
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Unemployment (desempleo), permanent contract",
                "value": "5.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Wage guarantee fund (FOGASA)",
                "value": "0.2%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Vocational training (formación profesional)",
                "value": "0.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Intergenerational equity mechanism (MEI)",
                "value": "0.75%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Work accident and occupational disease (AT/EP), CNAE 62",
                "value": "1.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-atep-cnae62",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 1",
                "value": "0.96%, capped at EUR 67,335.84 a year, on earnings above EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 2",
                "value": "1.04%, capped at EUR 91,821.6 a year, on earnings above EUR 67,335.84 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 3",
                "value": "1.22%, on earnings above EUR 91,821.6 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              }
            ],
            "usd": {
              "p25": 8932.184,
              "median": 9937.9433,
              "p75": 10943.7026
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 4142.8571,
              "median": 4609.3407,
              "p75": 5075.8243
            },
            "sourceIds": [
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "detail": [
              {
                "label": "Two extraordinary payments (pagas extra)",
                "value": "2 extra monthly salaries",
                "sourceIds": [
                  "spain-stat-boe-estatuto-trabajadores"
                ]
              }
            ],
            "usd": {
              "p25": 4630.4738,
              "median": 5151.8628,
              "p75": 5673.2517
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1491.4286,
              "median": 2212.4835,
              "p75": 3045.4946
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1666.9706,
              "median": 2472.8941,
              "p75": 3403.951
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 853.6516,
              "median": 949.7724,
              "p75": 1045.8931
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-manfred-guia-2026",
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 954.1269,
              "median": 1061.5611,
              "p75": 1168.9953
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 40189.966,
            "median": 45330.3228,
            "p75": 50668.3831
          },
          "firstYear": {
            "p25": 43707.5863,
            "median": 50073.7067,
            "p75": 56805.4646
          },
          "monthly": {
            "p25": 3349.1638,
            "median": 3777.5269,
            "p75": 4222.3653
          },
          "hourly": {
            "p25": 24.2108,
            "median": 27.3074,
            "p75": 30.5231
          }
        },
        "usd": {
          "annual": {
            "p25": 44920.3482,
            "median": 50665.7279,
            "p75": 56632.081
          },
          "firstYear": {
            "p25": 48851.9944,
            "median": 55967.4109,
            "p75": 63491.5006
          },
          "monthly": {
            "p25": 3743.3623,
            "median": 4222.144,
            "p75": 4719.3401
          },
          "hourly": {
            "p25": 27.0604,
            "median": 30.5215,
            "p75": 34.1157
          }
        },
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-manfred-guia-2026",
          "spain-stat-segsocial-bases-tipos-2026",
          "spain-stat-cuatrecasas-orden-2026",
          "spain-stat-atep-cnae62",
          "spain-stat-pwc-other-taxes",
          "spain-stat-boe-estatuto-trabajadores",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1660 hours",
            "group": "rate",
            "local": {
              "p25": 87536.5779,
              "median": 104258.9994,
              "p75": 126652.5706
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 97839.6836,
              "median": 116530.3438,
              "p75": 141559.6513
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1491.4286,
              "median": 2212.4835,
              "p75": 3045.4946
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 1666.9706,
              "median": 2472.8941,
              "p75": 3403.951
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2020.0749,
              "median": 2405.9769,
              "p75": 2922.7516
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "usd": {
              "p25": 2257.8389,
              "median": 2689.1618,
              "p75": 3266.7612
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 91359.4349,
            "median": 109188.8133,
            "p75": 133146.8969
          },
          "firstYear": {
            "p25": 96626.69,
            "median": 116116.504,
            "p75": 142099.2662
          },
          "monthly": {
            "p25": 7613.2862,
            "median": 9099.0678,
            "p75": 11095.5747
          },
          "hourly": {
            "p25": 55.0358,
            "median": 65.7764,
            "p75": 80.209
          }
        },
        "usd": {
          "annual": {
            "p25": 102112.4931,
            "median": 122040.3996,
            "p75": 148818.3635
          },
          "firstYear": {
            "p25": 107999.7072,
            "median": 129783.4835,
            "p75": 158824.4318
          },
          "monthly": {
            "p25": 8509.3744,
            "median": 10170.0333,
            "p75": 12401.5302
          },
          "hourly": {
            "p25": 61.5135,
            "median": 73.5183,
            "p75": 89.6496
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "spain-stat-boe-estatuto-trabajadores",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 24857.1429,
              "median": 27656.0443,
              "p75": 30454.9457
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-manfred-guia-2026"
            ],
            "note": "2 sources, spread 23%",
            "usd": {
              "p25": 27782.8429,
              "median": 30911.1767,
              "p75": 34039.5104
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7991.5714,
              "median": 8891.4182,
              "p75": 9791.265
            },
            "sourceIds": [
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Common contingencies (contingencias comunes)",
                "value": "23.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026",
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Unemployment (desempleo), permanent contract",
                "value": "5.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Wage guarantee fund (FOGASA)",
                "value": "0.2%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Vocational training (formación profesional)",
                "value": "0.6%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-segsocial-bases-tipos-2026"
                ]
              },
              {
                "label": "Intergenerational equity mechanism (MEI)",
                "value": "0.75%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Work accident and occupational disease (AT/EP), CNAE 62",
                "value": "1.5%, capped at EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-atep-cnae62",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 1",
                "value": "0.96%, capped at EUR 67,335.84 a year, on earnings above EUR 61,214.4 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026",
                  "spain-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 2",
                "value": "1.04%, capped at EUR 91,821.6 a year, on earnings above EUR 67,335.84 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              },
              {
                "label": "Additional solidarity contribution, band 3",
                "value": "1.22%, on earnings above EUR 91,821.6 a year",
                "sourceIds": [
                  "spain-stat-cuatrecasas-orden-2026"
                ]
              }
            ],
            "usd": {
              "p25": 8932.184,
              "median": 9937.9433,
              "p75": 10943.7026
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 4142.8571,
              "median": 4609.3407,
              "p75": 5075.8243
            },
            "sourceIds": [
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "detail": [
              {
                "label": "Two extraordinary payments (pagas extra)",
                "value": "2 extra monthly salaries",
                "sourceIds": [
                  "spain-stat-boe-estatuto-trabajadores"
                ]
              }
            ],
            "usd": {
              "p25": 4630.4738,
              "median": 5151.8628,
              "p75": 5673.2517
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1491.4286,
              "median": 2212.4835,
              "p75": 3045.4946
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1666.9706,
              "median": 2472.8941,
              "p75": 3403.951
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 853.6516,
              "median": 949.7724,
              "p75": 1045.8931
            },
            "sourceIds": [
              "spain-sal-payscale-qa-engineer",
              "spain-sal-manfred-guia-2026",
              "spain-stat-segsocial-bases-tipos-2026",
              "spain-stat-cuatrecasas-orden-2026",
              "spain-stat-atep-cnae62",
              "spain-stat-pwc-other-taxes",
              "spain-stat-boe-estatuto-trabajadores"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 954.1269,
              "median": 1061.5611,
              "p75": 1168.9953
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 45547.3937,
            "median": 52298.1997,
            "p75": 58173.0764
          },
          "firstYear": {
            "p25": 49065.014,
            "median": 57041.5836,
            "p75": 64310.1579
          },
          "monthly": {
            "p25": 3795.6161,
            "median": 4358.1833,
            "p75": 4847.7564
          },
          "hourly": {
            "p25": 27.4382,
            "median": 31.5049,
            "p75": 35.044
          }
        },
        "usd": {
          "annual": {
            "p25": 50908.3482,
            "median": 58453.728,
            "p75": 65020.0811
          },
          "firstYear": {
            "p25": 54839.9945,
            "median": 63755.4109,
            "p75": 71879.5006
          },
          "monthly": {
            "p25": 4242.3623,
            "median": 4871.144,
            "p75": 5418.3401
          },
          "hourly": {
            "p25": 30.6677,
            "median": 35.213,
            "p75": 39.1687
          }
        },
        "sourceIds": [
          "spain-sal-payscale-qa-engineer",
          "spain-sal-manfred-guia-2026",
          "spain-stat-segsocial-bases-tipos-2026",
          "spain-stat-cuatrecasas-orden-2026",
          "spain-stat-atep-cnae62",
          "spain-stat-pwc-other-taxes",
          "spain-stat-boe-estatuto-trabajadores",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "spain-sal-payscale-qa-engineer",
        "spain-sal-manfred-guia-2026",
        "spain-stat-segsocial-bases-tipos-2026",
        "spain-stat-cuatrecasas-orden-2026",
        "spain-stat-atep-cnae62",
        "spain-stat-pwc-other-taxes",
        "spain-stat-boe-estatuto-trabajadores",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "portugal/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "portugal",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "EUR",
      "fx": {
        "perUSD": 0.894694,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.221,
        "sourceIds": [
          "portugal-sal-erieri-qa-engineer",
          "portugal-sal-payscale-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1668,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 19228.98,
              "median": 21356.49,
              "p75": 23484
            },
            "sourceIds": [
              "portugal-sal-erieri-qa-engineer",
              "portugal-sal-payscale-qa-engineer"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 21492.242,
              "median": 23870.1612,
              "p75": 26248.0803
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4566.8828,
              "median": 5072.1664,
              "p75": 5577.45
            },
            "sourceIds": [
              "portugal-stat-segsocial-conta-outrem",
              "portugal-stat-codigo-regimes-contributivos",
              "portugal-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Social security, employer share (taxa social única)",
                "value": "23.75%",
                "sourceIds": [
                  "portugal-stat-segsocial-conta-outrem",
                  "portugal-stat-codigo-regimes-contributivos",
                  "portugal-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 5104.4075,
              "median": 5669.1633,
              "p75": 6233.9191
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 3204.83,
              "median": 3559.415,
              "p75": 3914
            },
            "sourceIds": [
              "portugal-stat-ct-art-263",
              "portugal-stat-ct-art-264"
            ],
            "detail": [
              {
                "label": "Christmas subsidy (subsídio de Natal)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "portugal-stat-ct-art-263"
                ]
              },
              {
                "label": "Holiday subsidy (subsídio de férias)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "portugal-stat-ct-art-264"
                ]
              }
            ],
            "usd": {
              "p25": 3582.0403,
              "median": 3978.3602,
              "p75": 4374.6801
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1153.7388,
              "median": 1708.5192,
              "p75": 2348.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1289.5345,
              "median": 1909.6129,
              "p75": 2624.808
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 623.0929,
              "median": 692.0324,
              "p75": 760.9719
            },
            "sourceIds": [
              "portugal-sal-erieri-qa-engineer",
              "portugal-sal-payscale-qa-engineer",
              "portugal-stat-segsocial-conta-outrem",
              "portugal-stat-codigo-regimes-contributivos",
              "portugal-stat-pwc-other-taxes",
              "portugal-stat-ct-art-263",
              "portugal-stat-ct-art-264"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 696.4313,
              "median": 773.485,
              "p75": 850.5388
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 29630.8389,
            "median": 33399.8867,
            "p75": 37339.7823
          },
          "firstYear": {
            "p25": 32296.0865,
            "median": 37000.7141,
            "p75": 42003.8402
          },
          "monthly": {
            "p25": 2469.2366,
            "median": 2783.3239,
            "p75": 3111.6485
          },
          "hourly": {
            "p25": 17.7643,
            "median": 20.0239,
            "p75": 22.386
          }
        },
        "usd": {
          "annual": {
            "p25": 33118.4057,
            "median": 37331.0726,
            "p75": 41734.6962
          },
          "firstYear": {
            "p25": 36097.3545,
            "median": 41355.7195,
            "p75": 46947.7164
          },
          "monthly": {
            "p25": 2759.8672,
            "median": 3110.9227,
            "p75": 3477.8913
          },
          "hourly": {
            "p25": 19.8552,
            "median": 22.3807,
            "p75": 25.0208
          }
        },
        "sourceIds": [
          "portugal-sal-erieri-qa-engineer",
          "portugal-sal-payscale-qa-engineer",
          "portugal-stat-segsocial-conta-outrem",
          "portugal-stat-codigo-regimes-contributivos",
          "portugal-stat-pwc-other-taxes",
          "portugal-stat-ct-art-263",
          "portugal-stat-ct-art-264",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1668 hours",
            "group": "rate",
            "local": {
              "p25": 87958.4409,
              "median": 104761.4524,
              "p75": 127262.9445
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "portugal-stat-ct-art-238",
              "portugal-stat-ct-art-234"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 98311.2001,
              "median": 117091.9358,
              "p75": 142241.8665
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 311.3535,
              "median": 311.3535,
              "p75": 526.0801
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1153.7388,
              "median": 1708.5192,
              "p75": 2348.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 1289.5345,
              "median": 1909.6129,
              "p75": 2624.808
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2029.8102,
              "median": 2417.572,
              "p75": 2936.8372
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "portugal-stat-ct-art-238",
              "portugal-stat-ct-art-234"
            ],
            "isDefault": true,
            "usd": {
              "p25": 2268.72,
              "median": 2702.1216,
              "p75": 3282.5046
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 91453.3434,
            "median": 109198.8971,
            "p75": 133074.2618
          },
          "firstYear": {
            "p25": 96228.6668,
            "median": 115388.0338,
            "p75": 141002.1175
          },
          "monthly": {
            "p25": 7621.112,
            "median": 9099.9081,
            "p75": 11089.5218
          },
          "hourly": {
            "p25": 54.8281,
            "median": 65.467,
            "p75": 79.7807
          }
        },
        "usd": {
          "annual": {
            "p25": 102217.4547,
            "median": 122051.6703,
            "p75": 148737.1792
          },
          "firstYear": {
            "p25": 107554.8364,
            "median": 128969.272,
            "p75": 157598.1481
          },
          "monthly": {
            "p25": 8518.1213,
            "median": 10170.9725,
            "p75": 12394.7649
          },
          "hourly": {
            "p25": 61.2814,
            "median": 73.1725,
            "p75": 89.1709
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "portugal-stat-ct-art-238",
          "portugal-stat-ct-art-234",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 19228.98,
              "median": 21356.49,
              "p75": 23484
            },
            "sourceIds": [
              "portugal-sal-erieri-qa-engineer",
              "portugal-sal-payscale-qa-engineer"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 21492.242,
              "median": 23870.1612,
              "p75": 26248.0803
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 4566.8828,
              "median": 5072.1664,
              "p75": 5577.45
            },
            "sourceIds": [
              "portugal-stat-segsocial-conta-outrem",
              "portugal-stat-codigo-regimes-contributivos",
              "portugal-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Social security, employer share (taxa social única)",
                "value": "23.75%",
                "sourceIds": [
                  "portugal-stat-segsocial-conta-outrem",
                  "portugal-stat-codigo-regimes-contributivos",
                  "portugal-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 5104.4075,
              "median": 5669.1633,
              "p75": 6233.9191
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 3204.83,
              "median": 3559.415,
              "p75": 3914
            },
            "sourceIds": [
              "portugal-stat-ct-art-263",
              "portugal-stat-ct-art-264"
            ],
            "detail": [
              {
                "label": "Christmas subsidy (subsídio de Natal)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "portugal-stat-ct-art-263"
                ]
              },
              {
                "label": "Holiday subsidy (subsídio de férias)",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "portugal-stat-ct-art-264"
                ]
              }
            ],
            "usd": {
              "p25": 3582.0403,
              "median": 3978.3602,
              "p75": 4374.6801
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5357.4277,
              "median": 6967.8769,
              "p75": 7504.6933
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 853.3144,
              "median": 1011.2637,
              "p75": 1254.9604
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1153.7388,
              "median": 1708.5192,
              "p75": 2348.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1289.5345,
              "median": 1909.6129,
              "p75": 2624.808
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 623.0929,
              "median": 692.0324,
              "p75": 760.9719
            },
            "sourceIds": [
              "portugal-sal-erieri-qa-engineer",
              "portugal-sal-payscale-qa-engineer",
              "portugal-stat-segsocial-conta-outrem",
              "portugal-stat-codigo-regimes-contributivos",
              "portugal-stat-pwc-other-taxes",
              "portugal-stat-ct-art-263",
              "portugal-stat-ct-art-264"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 696.4313,
              "median": 773.485,
              "p75": 850.5388
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 34988.2666,
            "median": 40367.7636,
            "p75": 44844.4756
          },
          "firstYear": {
            "p25": 37653.5142,
            "median": 43968.591,
            "p75": 49508.5335
          },
          "monthly": {
            "p25": 2915.6889,
            "median": 3363.9803,
            "p75": 3737.0396
          },
          "hourly": {
            "p25": 20.9762,
            "median": 24.2013,
            "p75": 26.8852
          }
        },
        "usd": {
          "annual": {
            "p25": 39106.4058,
            "median": 45119.0727,
            "p75": 50122.6963
          },
          "firstYear": {
            "p25": 42085.3545,
            "median": 49143.7195,
            "p75": 55335.7165
          },
          "monthly": {
            "p25": 3258.8672,
            "median": 3759.9227,
            "p75": 4176.8913
          },
          "hourly": {
            "p25": 23.4451,
            "median": 27.0498,
            "p75": 30.0496
          }
        },
        "sourceIds": [
          "portugal-sal-erieri-qa-engineer",
          "portugal-sal-payscale-qa-engineer",
          "portugal-stat-segsocial-conta-outrem",
          "portugal-stat-codigo-regimes-contributivos",
          "portugal-stat-pwc-other-taxes",
          "portugal-stat-ct-art-263",
          "portugal-stat-ct-art-264",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 103068.7488,
              "median": 137424.9984,
              "p75": 154603.1232
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "firstYear": {
            "p25": 103068.7488,
            "median": 137424.9984,
            "p75": 154603.1232
          },
          "monthly": {
            "p25": 8589.0624,
            "median": 11452.0832,
            "p75": 12883.5936
          },
          "hourly": {
            "p25": 53.6816,
            "median": 71.5755,
            "p75": 80.5225
          }
        },
        "usd": {
          "annual": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "portugal-sal-erieri-qa-engineer",
        "portugal-sal-payscale-qa-engineer",
        "portugal-stat-segsocial-conta-outrem",
        "portugal-stat-codigo-regimes-contributivos",
        "portugal-stat-pwc-other-taxes",
        "portugal-stat-ct-art-263",
        "portugal-stat-ct-art-264",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "portugal-stat-ct-art-238",
        "portugal-stat-ct-art-234",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "switzerland/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "switzerland",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "CHF",
      "fx": {
        "perUSD": 0.832871,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.231,
        "sourceIds": [
          "switzerland-sal-payscale-qa-engineer-midcareer",
          "switzerland-sal-glassdoor-senior-qa"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1772,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 95000,
              "median": 105985.5,
              "p75": 155529
            },
            "sourceIds": [
              "switzerland-sal-payscale-qa-engineer-midcareer",
              "switzerland-sal-glassdoor-senior-qa"
            ],
            "note": "2 sources, spread 23%",
            "usd": {
              "p25": 114063.2823,
              "median": 127253.2001,
              "p75": 186738.4025
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9464.35,
              "median": 14479.6685,
              "p75": 24379.6845
            },
            "sourceIds": [
              "switzerland-stat-bsv-synoptic-2026",
              "switzerland-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Old-age, survivors', disability insurance and income compensation (AHV/IV/EO), employer share",
                "value": "5.3%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026",
                  "switzerland-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance (ALV), employer share",
                "value": "1.1%, capped at CHF 148,200 a year",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026",
                  "switzerland-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Family compensation fund (Familienausgleichskasse, FAK)",
                "value": "midpoint of the range used for the median, varies 1.025% to 2.75%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              },
              {
                "label": "Occupational accident insurance (UVG BU), employer-paid",
                "value": "capped at CHF 148,200 a year, midpoint of the range used for the median, varies 0.17% to 3%",
                "sourceIds": [
                  "switzerland-stat-pwc-other-taxes",
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              },
              {
                "label": "Occupational pension (BVG, 2nd pillar), employer share",
                "value": "capped at CHF 90,720 a year, on earnings above CHF 26,460 a year, midpoint of the range used for the median, varies 3.5% to 9%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11363.5245,
              "median": 17385.2475,
              "p75": 29271.8614
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "switzerland-stat-chch-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 794.3507,
              "median": 941.3858,
              "p75": 1168.2432
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 5700,
              "median": 8478.84,
              "p75": 15552.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6843.7969,
              "median": 10180.256,
              "p75": 18673.8402
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1607.1438,
              "median": 1853.3103,
              "p75": 2767.8259
            },
            "sourceIds": [
              "switzerland-sal-payscale-qa-engineer-midcareer",
              "switzerland-sal-glassdoor-senior-qa",
              "switzerland-stat-bsv-synoptic-2026",
              "switzerland-stat-pwc-other-taxes"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1929.6432,
              "median": 2225.2069,
              "p75": 3323.2348
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 112565.8445,
            "median": 131738.7046,
            "p75": 199397.6536
          },
          "firstYear": {
            "p25": 123526.5603,
            "median": 147236.93,
            "p75": 226878.7425
          },
          "monthly": {
            "p25": 9380.487,
            "median": 10978.2254,
            "p75": 16616.4711
          },
          "hourly": {
            "p25": 63.5247,
            "median": 74.3446,
            "p75": 112.5269
          }
        },
        "usd": {
          "annual": {
            "p25": 135153.9968,
            "median": 158174.2006,
            "p75": 239410.009
          },
          "firstYear": {
            "p25": 148314.1571,
            "median": 176782.3949,
            "p75": 272405.6216
          },
          "monthly": {
            "p25": 11262.833,
            "median": 13181.1834,
            "p75": 19950.834
          },
          "hourly": {
            "p25": 76.272,
            "median": 89.263,
            "p75": 135.1072
          }
        },
        "sourceIds": [
          "switzerland-sal-payscale-qa-engineer-midcareer",
          "switzerland-sal-glassdoor-senior-qa",
          "switzerland-stat-bsv-synoptic-2026",
          "switzerland-stat-pwc-other-taxes",
          "switzerland-stat-chch-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": {
        "model": "contractor",
        "label": "Independent contractor",
        "lines": [
          {
            "id": "contractor_rate",
            "label": "Contractor rate x 1772 hours",
            "group": "rate",
            "local": {
              "p25": 86985.8095,
              "median": 103603.0159,
              "p75": 125855.6897
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "switzerland-stat-chch-holidays"
            ],
            "note": "USD 59 to 85 an hour, Western Europe (role, all levels, 2 sources)",
            "usd": {
              "p25": 104440.9152,
              "median": 124392.6321,
              "p75": 151110.6639
            }
          },
          {
            "id": "platform_fee",
            "label": "Contractor platform fee",
            "group": "fee",
            "local": {
              "p25": 289.8391,
              "median": 289.8391,
              "p75": 489.7281
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing"
            ],
            "usd": {
              "p25": 348,
              "median": 348,
              "p75": 588
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 5700,
              "median": 8478.84,
              "p75": 15552.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "usd": {
              "p25": 6843.7969,
              "median": 10180.256,
              "p75": 18673.8402
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1338.2432,
              "median": 1593.8926,
              "p75": 1936.2414
            },
            "sourceIds": [
              "germany-ctr-freelancermap-softwaretester",
              "united-kingdom-ctr-itjobswatch-qa-engineer",
              "switzerland-stat-chch-holidays"
            ],
            "isDefault": true,
            "usd": {
              "p25": 1606.7833,
              "median": 1913.7328,
              "p75": 2324.7794
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 94313.8918,
            "median": 113965.5876,
            "p75": 143834.5592
          },
          "firstYear": {
            "p25": 104871.2567,
            "median": 129074.6864,
            "p75": 170068.2713
          },
          "monthly": {
            "p25": 7859.491,
            "median": 9497.1323,
            "p75": 11986.2133
          },
          "hourly": {
            "p25": 53.2245,
            "median": 64.3147,
            "p75": 81.1707
          }
        },
        "usd": {
          "annual": {
            "p25": 113239.4954,
            "median": 136834.621,
            "p75": 172697.2835
          },
          "firstYear": {
            "p25": 125915.3659,
            "median": 154975.6041,
            "p75": 204195.2131
          },
          "monthly": {
            "p25": 9436.6246,
            "median": 11402.8851,
            "p75": 14391.4403
          },
          "hourly": {
            "p25": 63.9049,
            "median": 77.2205,
            "p75": 97.4589
          }
        },
        "sourceIds": [
          "germany-ctr-freelancermap-softwaretester",
          "united-kingdom-ctr-itjobswatch-qa-engineer",
          "switzerland-stat-chch-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Rate from 2 sources for the Western Europe region (role, all levels)."
        ],
        "included": [
          "hourly rate for productive hours",
          "platform fee",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "employer contributions",
          "mandatory benefits",
          "equipment",
          "paid leave (not billed)"
        ]
      },
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 95000,
              "median": 105985.5,
              "p75": 155529
            },
            "sourceIds": [
              "switzerland-sal-payscale-qa-engineer-midcareer",
              "switzerland-sal-glassdoor-senior-qa"
            ],
            "note": "2 sources, spread 23%",
            "usd": {
              "p25": 114063.2823,
              "median": 127253.2001,
              "p75": 186738.4025
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 9464.35,
              "median": 14479.6685,
              "p75": 24379.6845
            },
            "sourceIds": [
              "switzerland-stat-bsv-synoptic-2026",
              "switzerland-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "Old-age, survivors', disability insurance and income compensation (AHV/IV/EO), employer share",
                "value": "5.3%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026",
                  "switzerland-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Unemployment insurance (ALV), employer share",
                "value": "1.1%, capped at CHF 148,200 a year",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026",
                  "switzerland-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Family compensation fund (Familienausgleichskasse, FAK)",
                "value": "midpoint of the range used for the median, varies 1.025% to 2.75%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              },
              {
                "label": "Occupational accident insurance (UVG BU), employer-paid",
                "value": "capped at CHF 148,200 a year, midpoint of the range used for the median, varies 0.17% to 3%",
                "sourceIds": [
                  "switzerland-stat-pwc-other-taxes",
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              },
              {
                "label": "Occupational pension (BVG, 2nd pillar), employer share",
                "value": "capped at CHF 90,720 a year, on earnings above CHF 26,460 a year, midpoint of the range used for the median, varies 3.5% to 9%",
                "sourceIds": [
                  "switzerland-stat-bsv-synoptic-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11363.5245,
              "median": 17385.2475,
              "p75": 29271.8614
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "switzerland-stat-chch-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 4987.2315,
              "median": 6486.3993,
              "p75": 6986.1219
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 794.3507,
              "median": 941.3858,
              "p75": 1168.2432
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 5700,
              "median": 8478.84,
              "p75": 15552.9
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6843.7969,
              "median": 10180.256,
              "p75": 18673.8402
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1607.1438,
              "median": 1853.3103,
              "p75": 2767.8259
            },
            "sourceIds": [
              "switzerland-sal-payscale-qa-engineer-midcareer",
              "switzerland-sal-glassdoor-senior-qa",
              "switzerland-stat-bsv-synoptic-2026",
              "switzerland-stat-pwc-other-taxes"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1929.6432,
              "median": 2225.2069,
              "p75": 3323.2348
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 117553.076,
            "median": 138225.1039,
            "p75": 206383.7755
          },
          "firstYear": {
            "p25": 128513.7918,
            "median": 153723.3293,
            "p75": 233864.8644
          },
          "monthly": {
            "p25": 9796.0897,
            "median": 11518.7587,
            "p75": 17198.648
          },
          "hourly": {
            "p25": 66.3392,
            "median": 78.0051,
            "p75": 116.4694
          }
        },
        "usd": {
          "annual": {
            "p25": 141141.9968,
            "median": 165962.2005,
            "p75": 247798.0089
          },
          "firstYear": {
            "p25": 154302.157,
            "median": 184570.3948,
            "p75": 280793.6216
          },
          "monthly": {
            "p25": 11761.8331,
            "median": 13830.1834,
            "p75": 20649.8341
          },
          "hourly": {
            "p25": 79.6512,
            "median": 93.6581,
            "p75": 139.8409
          }
        },
        "sourceIds": [
          "switzerland-sal-payscale-qa-engineer-midcareer",
          "switzerland-sal-glassdoor-senior-qa",
          "switzerland-stat-bsv-synoptic-2026",
          "switzerland-stat-pwc-other-taxes",
          "switzerland-stat-chch-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 95946.7392,
              "median": 127928.9856,
              "p75": 143920.1088
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 60 to 90 an hour, Western Europe (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 115200,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95946.7392,
            "median": 127928.9856,
            "p75": 143920.1088
          },
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            "p25": 95946.7392,
            "median": 127928.9856,
            "p75": 143920.1088
          },
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            "median": 10660.7488,
            "p75": 11993.3424
          },
          "hourly": {
            "p25": 49.9723,
            "median": 66.6297,
            "p75": 74.9584
          }
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            "median": 153600,
            "p75": 172800
          },
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            "p25": 115200,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 9600,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 60,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "switzerland-sal-payscale-qa-engineer-midcareer",
        "switzerland-sal-glassdoor-senior-qa",
        "switzerland-stat-bsv-synoptic-2026",
        "switzerland-stat-pwc-other-taxes",
        "switzerland-stat-chch-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "germany-ctr-freelancermap-softwaretester",
        "united-kingdom-ctr-itjobswatch-qa-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "norway/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "norway",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "NOK",
      "fx": {
        "perUSD": 9.583967,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.259,
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp3",
          "norway-sal-salaryexpert-software-test-engineer"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1692,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 517070,
              "median": 584035,
              "p75": 722500
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp3",
              "norway-sal-salaryexpert-software-test-engineer"
            ],
            "note": "2 sources, spread 26%",
            "usd": {
              "p25": 53951.5631,
              "median": 60938.7532,
              "p75": 75386.3197
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 83248.27,
              "median": 94029.635,
              "p75": 116322.5
            },
            "sourceIds": [
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "detail": [
              {
                "label": "Employer's national insurance contribution (arbeidsgiveravgift)",
                "value": "14.1%, varies 0% to 14.1%",
                "sourceIds": [
                  "norway-stat-skatteetaten-aga-2026",
                  "norway-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Mandatory occupational pension (OTP), employer minimum",
                "value": "2%, capped at NOK 1,638,588 a year",
                "sourceIds": [
                  "norway-stat-lovdata-otp",
                  "norway-stat-nav-grunnbelop-2026"
                ]
              }
            ],
            "usd": {
              "p25": 8686.2017,
              "median": 9811.1393,
              "p75": 12137.1975
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [
              "norway-stat-lovdata-ferieloven"
            ],
            "excluded": "holiday pay (feriepenger, 10.2% of the previous year's pay) replaces salary during the holiday, and the part above ordinary salary depends on payroll treatment; the total leaves it out",
            "usd": null
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
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              "p25": 9140.7085,
              "median": 10832.6621,
              "p75": 13443.143
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 31024.2,
              "median": 46722.8,
              "p75": 72250
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3237.0938,
              "median": 4875.1003,
              "p75": 7538.632
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 13853.4985,
              "median": 15647.6454,
              "p75": 19357.4423
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp3",
              "norway-sal-salaryexpert-software-test-engineer",
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1445.4869,
              "median": 1632.6898,
              "p75": 2019.7735
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 654336.677,
            "median": 751267.7425,
            "p75": 943873.0853
          },
          "firstYear": {
            "p25": 721653.2248,
            "median": 844823.4107,
            "p75": 1081284.2488
          },
          "monthly": {
            "p25": 54528.0564,
            "median": 62605.6452,
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          "hourly": {
            "p25": 386.7238,
            "median": 444.0117,
            "p75": 557.8446
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        },
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            "median": 78387.9726,
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            "p25": 75297.9664,
            "median": 88149.6577,
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          },
          "monthly": {
            "p25": 5689.5079,
            "median": 6532.331,
            "p75": 8207.0494
          },
          "hourly": {
            "p25": 40.3511,
            "median": 46.3286,
            "p75": 58.206
          }
        },
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp3",
          "norway-sal-salaryexpert-software-test-engineer",
          "norway-stat-skatteetaten-aga-2026",
          "norway-stat-pwc-other-taxes",
          "norway-stat-lovdata-otp",
          "norway-stat-nav-grunnbelop-2026",
          "norway-stat-lovdata-ferieloven",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "mandatory benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 517070,
              "median": 584035,
              "p75": 722500
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp3",
              "norway-sal-salaryexpert-software-test-engineer"
            ],
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            "usd": {
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              "median": 60938.7532,
              "p75": 75386.3197
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 83248.27,
              "median": 94029.635,
              "p75": 116322.5
            },
            "sourceIds": [
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "detail": [
              {
                "label": "Employer's national insurance contribution (arbeidsgiveravgift)",
                "value": "14.1%, varies 0% to 14.1%",
                "sourceIds": [
                  "norway-stat-skatteetaten-aga-2026",
                  "norway-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Mandatory occupational pension (OTP), employer minimum",
                "value": "2%, capped at NOK 1,638,588 a year",
                "sourceIds": [
                  "norway-stat-lovdata-otp",
                  "norway-stat-nav-grunnbelop-2026"
                ]
              }
            ],
            "usd": {
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              "median": 9811.1393,
              "p75": 12137.1975
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [
              "norway-stat-lovdata-ferieloven"
            ],
            "excluded": "holiday pay (feriepenger, 10.2% of the previous year's pay) replaces salary during the holiday, and the part above ordinary salary depends on payroll treatment; the total leaves it out",
            "usd": null
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 57388.7944,
              "median": 74639.935,
              "p75": 80390.3152
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
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            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
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                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
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                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
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                "sourceIds": [
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                  "global-eq-linear"
                ]
              }
            ],
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              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
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              "median": 46722.8,
              "p75": 72250
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3237.0938,
              "median": 4875.1003,
              "p75": 7538.632
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 13853.4985,
              "median": 15647.6454,
              "p75": 19357.4423
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp3",
              "norway-sal-salaryexpert-software-test-engineer",
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1445.4869,
              "median": 1632.6898,
              "p75": 2019.7735
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 711725.4714,
            "median": 825907.6775,
            "p75": 1024263.4005
          },
          "firstYear": {
            "p25": 779042.0192,
            "median": 919463.3457,
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          },
          "monthly": {
            "p25": 59310.456,
            "median": 68825.6398,
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          },
          "hourly": {
            "p25": 420.6415,
            "median": 488.1251,
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        },
        "usd": {
          "annual": {
            "p25": 74262.0954,
            "median": 86175.9726,
            "p75": 106872.5926
          },
          "firstYear": {
            "p25": 81285.9664,
            "median": 95937.6577,
            "p75": 121210.2007
          },
          "monthly": {
            "p25": 6188.508,
            "median": 7181.3311,
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          },
          "hourly": {
            "p25": 43.8901,
            "median": 50.9314,
            "p75": 63.1635
          }
        },
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp3",
          "norway-sal-salaryexpert-software-test-engineer",
          "norway-stat-skatteetaten-aga-2026",
          "norway-stat-pwc-other-taxes",
          "norway-stat-lovdata-otp",
          "norway-stat-nav-grunnbelop-2026",
          "norway-stat-lovdata-ferieloven",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary and contributions pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space",
          "mandatory benefits (not estimated)"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "norway-sal-finn-softwaretester-exp3",
        "norway-sal-salaryexpert-software-test-engineer",
        "norway-stat-skatteetaten-aga-2026",
        "norway-stat-pwc-other-taxes",
        "norway-stat-lovdata-otp",
        "norway-stat-nav-grunnbelop-2026",
        "norway-stat-lovdata-ferieloven",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "norway-stat-lovdata-helligdagsfredloven",
        "norway-stat-lovdata-hogtidsdager-1947"
      ]
    },
    {
      "key": "norway/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "norway",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "NOK",
      "fx": {
        "perUSD": 9.583967,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.193,
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp4",
          "norway-sal-salaryexpert-software-test-engineer"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1692,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 700000,
              "median": 767698,
              "p75": 835396
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp4",
              "norway-sal-salaryexpert-software-test-engineer"
            ],
            "note": "2 sources, spread 19%",
            "usd": {
              "p25": 73038.6488,
              "median": 80102.3209,
              "p75": 87165.993
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 112700,
              "median": 123599.378,
              "p75": 134498.756
            },
            "sourceIds": [
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "detail": [
              {
                "label": "Employer's national insurance contribution (arbeidsgiveravgift)",
                "value": "14.1%, varies 0% to 14.1%",
                "sourceIds": [
                  "norway-stat-skatteetaten-aga-2026",
                  "norway-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Mandatory occupational pension (OTP), employer minimum",
                "value": "2%, capped at NOK 1,638,588 a year",
                "sourceIds": [
                  "norway-stat-lovdata-otp",
                  "norway-stat-nav-grunnbelop-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11759.2225,
              "median": 12896.4737,
              "p75": 14033.7249
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [
              "norway-stat-lovdata-ferieloven"
            ],
            "excluded": "holiday pay (feriepenger, 10.2% of the previous year's pay) replaces salary during the holiday, and the part above ordinary salary depends on payroll treatment; the total leaves it out",
            "usd": null
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 9140.7085,
              "median": 10832.6621,
              "p75": 13443.143
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 42000,
              "median": 61415.84,
              "p75": 83539.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4382.3189,
              "median": 6408.1857,
              "p75": 8716.5993
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 12503.0769,
              "median": 13712.2674,
              "p75": 14921.4578
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp4",
              "norway-sal-salaryexpert-software-test-engineer",
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1304.5826,
              "median": 1430.7507,
              "p75": 1556.9187
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 876343.7854,
            "median": 977258.1475,
            "p75": 1081798.9568
          },
          "firstYear": {
            "p25": 958098.4008,
            "median": 1089950.3085,
            "p75": 1229490.5435
          },
          "monthly": {
            "p25": 73028.6488,
            "median": 81438.179,
            "p75": 90149.9131
          },
          "hourly": {
            "p25": 517.9337,
            "median": 577.5757,
            "p75": 639.3611
          }
        },
        "usd": {
          "annual": {
            "p25": 91438.5228,
            "median": 101968.0209,
            "p75": 112875.9059
          },
          "firstYear": {
            "p25": 99968.8752,
            "median": 113726.4254,
            "p75": 128286.1829
          },
          "monthly": {
            "p25": 7619.8769,
            "median": 8497.3351,
            "p75": 9406.3255
          },
          "hourly": {
            "p25": 54.0417,
            "median": 60.2648,
            "p75": 66.7115
          }
        },
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp4",
          "norway-sal-salaryexpert-software-test-engineer",
          "norway-stat-skatteetaten-aga-2026",
          "norway-stat-pwc-other-taxes",
          "norway-stat-lovdata-otp",
          "norway-stat-nav-grunnbelop-2026",
          "norway-stat-lovdata-ferieloven",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "mandatory benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 700000,
              "median": 767698,
              "p75": 835396
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp4",
              "norway-sal-salaryexpert-software-test-engineer"
            ],
            "note": "2 sources, spread 19%",
            "usd": {
              "p25": 73038.6488,
              "median": 80102.3209,
              "p75": 87165.993
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 112700,
              "median": 123599.378,
              "p75": 134498.756
            },
            "sourceIds": [
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "detail": [
              {
                "label": "Employer's national insurance contribution (arbeidsgiveravgift)",
                "value": "14.1%, varies 0% to 14.1%",
                "sourceIds": [
                  "norway-stat-skatteetaten-aga-2026",
                  "norway-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Mandatory occupational pension (OTP), employer minimum",
                "value": "2%, capped at NOK 1,638,588 a year",
                "sourceIds": [
                  "norway-stat-lovdata-otp",
                  "norway-stat-nav-grunnbelop-2026"
                ]
              }
            ],
            "usd": {
              "p25": 11759.2225,
              "median": 12896.4737,
              "p75": 14033.7249
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [
              "norway-stat-lovdata-ferieloven"
            ],
            "excluded": "holiday pay (feriepenger, 10.2% of the previous year's pay) replaces salary during the holiday, and the part above ordinary salary depends on payroll treatment; the total leaves it out",
            "usd": null
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 57388.7944,
              "median": 74639.935,
              "p75": 80390.3152
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 9140.7085,
              "median": 10832.6621,
              "p75": 13443.143
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 42000,
              "median": 61415.84,
              "p75": 83539.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4382.3189,
              "median": 6408.1857,
              "p75": 8716.5993
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 12503.0769,
              "median": 13712.2674,
              "p75": 14921.4578
            },
            "sourceIds": [
              "norway-sal-finn-softwaretester-exp4",
              "norway-sal-salaryexpert-software-test-engineer",
              "norway-stat-skatteetaten-aga-2026",
              "norway-stat-pwc-other-taxes",
              "norway-stat-lovdata-otp",
              "norway-stat-nav-grunnbelop-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1304.5826,
              "median": 1430.7507,
              "p75": 1556.9187
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 933732.5798,
            "median": 1051898.0825,
            "p75": 1162189.272
          },
          "firstYear": {
            "p25": 1015487.1952,
            "median": 1164590.2435,
            "p75": 1309880.8587
          },
          "monthly": {
            "p25": 77811.0483,
            "median": 87658.1735,
            "p75": 96849.106
          },
          "hourly": {
            "p25": 551.8514,
            "median": 621.6892,
            "p75": 686.8731
          }
        },
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          "annual": {
            "p25": 97426.5228,
            "median": 109756.0209,
            "p75": 121263.9059
          },
          "firstYear": {
            "p25": 105956.8752,
            "median": 121514.4254,
            "p75": 136674.1829
          },
          "monthly": {
            "p25": 8118.8769,
            "median": 9146.3351,
            "p75": 10105.3255
          },
          "hourly": {
            "p25": 57.5807,
            "median": 64.8676,
            "p75": 71.669
          }
        },
        "sourceIds": [
          "norway-sal-finn-softwaretester-exp4",
          "norway-sal-salaryexpert-software-test-engineer",
          "norway-stat-skatteetaten-aga-2026",
          "norway-stat-pwc-other-taxes",
          "norway-stat-lovdata-otp",
          "norway-stat-nav-grunnbelop-2026",
          "norway-stat-lovdata-ferieloven",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary and contributions pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space",
          "mandatory benefits (not estimated)"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "norway-sal-finn-softwaretester-exp4",
        "norway-sal-salaryexpert-software-test-engineer",
        "norway-stat-skatteetaten-aga-2026",
        "norway-stat-pwc-other-taxes",
        "norway-stat-lovdata-otp",
        "norway-stat-nav-grunnbelop-2026",
        "norway-stat-lovdata-ferieloven",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "norway-stat-lovdata-helligdagsfredloven",
        "norway-stat-lovdata-hogtidsdager-1947"
      ]
    },
    {
      "key": "hungary/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "hungary",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "HUF",
      "fx": {
        "perUSD": 328.129194,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.037,
        "sourceIds": [
          "hungary-sal-vendor-01",
          "hungary-sal-salaryexpert-software-qa-tester"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1692,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 16800000,
              "median": 17111139,
              "p75": 17422278
            },
            "sourceIds": [
              "hungary-sal-vendor-01",
              "hungary-sal-salaryexpert-software-qa-tester"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 51199.3456,
              "median": 52147.5666,
              "p75": 53095.7876
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 2184000,
              "median": 2224448.07,
              "p75": 2264896.14
            },
            "sourceIds": [
              "hungary-stat-nav-szocho-2026",
              "hungary-stat-pwc-2026"
            ],
            "detail": [
              {
                "label": "Social contribution tax (szociális hozzájárulási adó, szocho), employer",
                "value": "13%",
                "sourceIds": [
                  "hungary-stat-nav-szocho-2026",
                  "hungary-stat-pwc-2026"
                ]
              }
            ],
            "usd": {
              "p25": 6655.9149,
              "median": 6779.1837,
              "p75": 6902.4524
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "hungary-stat-mt-2012"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 312953.2188,
              "median": 370881.1467,
              "p75": 460256.9765
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1008000,
              "median": 1368891.12,
              "p75": 1742227.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3071.9607,
              "median": 4171.8053,
              "p75": 5309.5788
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 292061.5385,
              "median": 297470.5703,
              "p75": 302879.6022
            },
            "sourceIds": [
              "hungary-sal-vendor-01",
              "hungary-sal-salaryexpert-software-qa-tester",
              "hungary-stat-nav-szocho-2026",
              "hungary-stat-pwc-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 890.0809,
              "median": 906.5654,
              "p75": 923.0498
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 20597014.7573,
            "median": 21372829.907,
            "p75": 22192538.5187
          },
          "firstYear": {
            "p25": 22547107.065,
            "median": 23872372.4425,
            "p75": 25260199.6219
          },
          "monthly": {
            "p25": 1716417.8964,
            "median": 1781069.1589,
            "p75": 1849378.2099
          },
          "hourly": {
            "p25": 12173.1766,
            "median": 12631.6962,
            "p75": 13116.1575
          }
        },
        "usd": {
          "annual": {
            "p25": 62771.0522,
            "median": 65135.411,
            "p75": 67633.5386
          },
          "firstYear": {
            "p25": 68714.1147,
            "median": 72752.9671,
            "p75": 76982.4815
          },
          "monthly": {
            "p25": 5230.921,
            "median": 5427.9509,
            "p75": 5636.1282
          },
          "hourly": {
            "p25": 37.0987,
            "median": 38.4961,
            "p75": 39.9725
          }
        },
        "sourceIds": [
          "hungary-sal-vendor-01",
          "hungary-sal-salaryexpert-software-qa-tester",
          "hungary-stat-nav-szocho-2026",
          "hungary-stat-pwc-2026",
          "hungary-stat-mt-2012",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 16800000,
              "median": 17111139,
              "p75": 17422278
            },
            "sourceIds": [
              "hungary-sal-vendor-01",
              "hungary-sal-salaryexpert-software-qa-tester"
            ],
            "note": "2 sources, spread 4%",
            "usd": {
              "p25": 51199.3456,
              "median": 52147.5666,
              "p75": 53095.7876
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 2184000,
              "median": 2224448.07,
              "p75": 2264896.14
            },
            "sourceIds": [
              "hungary-stat-nav-szocho-2026",
              "hungary-stat-pwc-2026"
            ],
            "detail": [
              {
                "label": "Social contribution tax (szociális hozzájárulási adó, szocho), employer",
                "value": "13%",
                "sourceIds": [
                  "hungary-stat-nav-szocho-2026",
                  "hungary-stat-pwc-2026"
                ]
              }
            ],
            "usd": {
              "p25": 6655.9149,
              "median": 6779.1837,
              "p75": 6902.4524
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "hungary-stat-mt-2012"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 1964837.6137,
              "median": 2555470.1629,
              "p75": 2752347.6793
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 312953.2188,
              "median": 370881.1467,
              "p75": 460256.9765
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 1008000,
              "median": 1368891.12,
              "p75": 1742227.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3071.9607,
              "median": 4171.8053,
              "p75": 5309.5788
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 292061.5385,
              "median": 297470.5703,
              "p75": 302879.6022
            },
            "sourceIds": [
              "hungary-sal-vendor-01",
              "hungary-sal-salaryexpert-software-qa-tester",
              "hungary-stat-nav-szocho-2026",
              "hungary-stat-pwc-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 890.0809,
              "median": 906.5654,
              "p75": 923.0498
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 22561852.371,
            "median": 23928300.0699,
            "p75": 24944886.198
          },
          "firstYear": {
            "p25": 24511944.6787,
            "median": 26427842.6054,
            "p75": 28012547.3012
          },
          "monthly": {
            "p25": 1880154.3643,
            "median": 1994025.0058,
            "p75": 2078740.5165
          },
          "hourly": {
            "p25": 13334.4281,
            "median": 14142.0213,
            "p75": 14742.8405
          }
        },
        "usd": {
          "annual": {
            "p25": 68759.0522,
            "median": 72923.411,
            "p75": 76021.5386
          },
          "firstYear": {
            "p25": 74702.1147,
            "median": 80540.9671,
            "p75": 85370.4815
          },
          "monthly": {
            "p25": 5729.921,
            "median": 6076.9509,
            "p75": 6335.1282
          },
          "hourly": {
            "p25": 40.6377,
            "median": 43.0989,
            "p75": 44.93
          }
        },
        "sourceIds": [
          "hungary-sal-vendor-01",
          "hungary-sal-salaryexpert-software-qa-tester",
          "hungary-stat-nav-szocho-2026",
          "hungary-stat-pwc-2026",
          "hungary-stat-mt-2012",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 17325221.4432,
              "median": 25200322.0992,
              "p75": 29925382.4928
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 28 to 48 an hour, Central Europe (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 52800,
              "median": 76800,
              "p75": 91200
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 17325221.4432,
            "median": 25200322.0992,
            "p75": 29925382.4928
          },
          "firstYear": {
            "p25": 17325221.4432,
            "median": 25200322.0992,
            "p75": 29925382.4928
          },
          "monthly": {
            "p25": 1443768.4536,
            "median": 2100026.8416,
            "p75": 2493781.8744
          },
          "hourly": {
            "p25": 9023.5528,
            "median": 13125.1678,
            "p75": 15586.1367
          }
        },
        "usd": {
          "annual": {
            "p25": 52800,
            "median": 76800,
            "p75": 91200
          },
          "firstYear": {
            "p25": 52800,
            "median": 76800,
            "p75": 91200
          },
          "monthly": {
            "p25": 4400,
            "median": 6400,
            "p75": 7600
          },
          "hourly": {
            "p25": 27.5,
            "median": 40,
            "p75": 47.5
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "hungary-sal-vendor-01",
        "hungary-sal-salaryexpert-software-qa-tester",
        "hungary-stat-nav-szocho-2026",
        "hungary-stat-pwc-2026",
        "hungary-stat-mt-2012",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "hungary-stat-payoneer-leave"
      ]
    },
    {
      "key": "israel/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "israel",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "ILS",
      "fx": {
        "perUSD": 3.067907,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 4,
        "spread": 0.231,
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-sal-payscale-qa-engineer-midcareer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1772,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 149000,
              "median": 266000,
              "p75": 305000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-sal-payscale-qa-engineer-midcareer"
            ],
            "note": "4 sources, spread 23%",
            "usd": {
              "p25": 48567.3132,
              "median": 86704.0624,
              "p75": 99416.3122
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 30564.4276,
              "median": 50257.3476,
              "p75": 56470.0476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 9962.6317,
              "median": 16381.6399,
              "p75": 18406.7012
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2926.0163,
              "median": 3467.6246,
              "p75": 4303.2611
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 8940,
              "median": 21280,
              "p75": 30500
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2914.0388,
              "median": 6936.325,
              "p75": 9941.6312
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2804.2066,
              "median": 4907.1746,
              "p75": 5602.7546
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-sal-payscale-qa-engineer-midcareer",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 914.0455,
              "median": 1599.5187,
              "p75": 1826.2466
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 196943.6505,
            "median": 348621.1468,
            "p75": 404585.0633
          },
          "firstYear": {
            "p25": 214559.9603,
            "median": 387901.9086,
            "p75": 458739.1951
          },
          "monthly": {
            "p25": 16411.9709,
            "median": 29051.7622,
            "p75": 33715.4219
          },
          "hourly": {
            "p25": 111.142,
            "median": 196.7388,
            "p75": 228.3211
          }
        },
        "usd": {
          "annual": {
            "p25": 64194.7916,
            "median": 113634.8484,
            "p75": 131876.5736
          },
          "firstYear": {
            "p25": 69936.918,
            "median": 126438.6139,
            "p75": 149528.3902
          },
          "monthly": {
            "p25": 5349.566,
            "median": 9469.5707,
            "p75": 10989.7145
          },
          "hourly": {
            "p25": 36.2273,
            "median": 64.128,
            "p75": 74.4224
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-sal-payscale-qa-engineer-midcareer",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 149000,
              "median": 266000,
              "p75": 305000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-sal-payscale-qa-engineer-midcareer"
            ],
            "note": "4 sources, spread 23%",
            "usd": {
              "p25": 48567.3132,
              "median": 86704.0624,
              "p75": 99416.3122
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 30564.4276,
              "median": 50257.3476,
              "p75": 56470.0476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 9962.6317,
              "median": 16381.6399,
              "p75": 18406.7012
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 18370.6271,
              "median": 23892.8597,
              "p75": 25733.6039
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2926.0163,
              "median": 3467.6246,
              "p75": 4303.2611
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 8940,
              "median": 21280,
              "p75": 30500
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 2914.0388,
              "median": 6936.325,
              "p75": 9941.6312
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2804.2066,
              "median": 4907.1746,
              "p75": 5602.7546
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-sal-payscale-qa-engineer-midcareer",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 914.0455,
              "median": 1599.5187,
              "p75": 1826.2466
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 215314.2776,
            "median": 372514.0065,
            "p75": 430318.6672
          },
          "firstYear": {
            "p25": 232930.5874,
            "median": 411794.7683,
            "p75": 484472.799
          },
          "monthly": {
            "p25": 17942.8565,
            "median": 31042.8339,
            "p75": 35859.8889
          },
          "hourly": {
            "p25": 121.5092,
            "median": 210.2224,
            "p75": 242.8435
          }
        },
        "usd": {
          "annual": {
            "p25": 70182.7916,
            "median": 121422.8484,
            "p75": 140264.5736
          },
          "firstYear": {
            "p25": 75924.918,
            "median": 134226.6139,
            "p75": 157916.3902
          },
          "monthly": {
            "p25": 5848.566,
            "median": 10118.5707,
            "p75": 11688.7145
          },
          "hourly": {
            "p25": 39.6065,
            "median": 68.5231,
            "p75": 79.1561
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-sal-payscale-qa-engineer-midcareer",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "israel-sal-ethosia-tables",
        "israel-sal-drushim-jobinfo-software",
        "israel-sal-vendor-01",
        "israel-sal-payscale-qa-engineer-midcareer",
        "israel-stat-btl-rates-2026",
        "israel-stat-pwc-individual-other-taxes",
        "israel-stat-govil-sec-contract-2026",
        "israel-stat-oecd-pag-2023",
        "israel-stat-btl-average-wage",
        "israel-stat-eor-workmotion",
        "israel-stat-govil-severance-provisions",
        "israel-stat-barlaw-convalescence-2026",
        "israel-stat-shibolet-convalescence-2026",
        "israel-stat-protocol-convalescence-days",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "israel-stat-btl-annual-leave-law",
        "israel-stat-eor-remote",
        "israel-stat-govil-holidays",
        "israel-stat-btl-civil-service-holidays"
      ]
    },
    {
      "key": "israel/test-automation-engineer/junior",
      "scopeType": "country",
      "country": "israel",
      "role": "test-automation-engineer",
      "level": "junior",
      "currency": "ILS",
      "fx": {
        "perUSD": 3.067907,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "A",
        "n": 3,
        "spread": 0.086,
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1772,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 210000,
              "median": 222000,
              "p75": 228000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 9%",
            "usd": {
              "p25": 68450.5756,
              "median": 72362.0371,
              "p75": 74317.7678
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 41336.5476,
              "median": 43248.1476,
              "p75": 44203.9476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 13473.8594,
              "median": 14096.9552,
              "p75": 14408.5031
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 12600,
              "median": 17760,
              "p75": 22800
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4107.0345,
              "median": 5788.963,
              "p75": 7431.7768
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 9770.9826,
              "median": 10306.0441,
              "p75": 10573.5749
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 3184.9018,
              "median": 3359.3079,
              "p75": 3446.5109
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 284459.8154,
            "median": 304976.234,
            "p75": 319032.3883
          },
          "firstYear": {
            "p25": 318016.2893,
            "median": 347075.3002,
            "p75": 369092.7507
          },
          "monthly": {
            "p25": 23704.9846,
            "median": 25414.6862,
            "p75": 26586.0324
          },
          "hourly": {
            "p25": 160.5304,
            "median": 172.1085,
            "p75": 180.0409
          }
        },
        "usd": {
          "annual": {
            "p25": 92721.1338,
            "median": 99408.5655,
            "p75": 103990.241
          },
          "firstYear": {
            "p25": 103659.0383,
            "median": 113130.9718,
            "p75": 120307.6725
          },
          "monthly": {
            "p25": 7726.7611,
            "median": 8284.0471,
            "p75": 8665.8534
          },
          "hourly": {
            "p25": 52.3257,
            "median": 56.0996,
            "p75": 58.6853
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 210000,
              "median": 222000,
              "p75": 228000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 9%",
            "usd": {
              "p25": 68450.5756,
              "median": 72362.0371,
              "p75": 74317.7678
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 41336.5476,
              "median": 43248.1476,
              "p75": 44203.9476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 13473.8594,
              "median": 14096.9552,
              "p75": 14408.5031
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 18370.6271,
              "median": 23892.8597,
              "p75": 25733.6039
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 12600,
              "median": 17760,
              "p75": 22800
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4107.0345,
              "median": 5788.963,
              "p75": 7431.7768
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 9770.9826,
              "median": 10306.0441,
              "p75": 10573.5749
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 3184.9018,
              "median": 3359.3079,
              "p75": 3446.5109
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 302830.4425,
            "median": 328869.0937,
            "p75": 344765.9922
          },
          "firstYear": {
            "p25": 336386.9164,
            "median": 370968.1599,
            "p75": 394826.3546
          },
          "monthly": {
            "p25": 25235.8702,
            "median": 27405.7578,
            "p75": 28730.4994
          },
          "hourly": {
            "p25": 170.8975,
            "median": 185.592,
            "p75": 194.5632
          }
        },
        "usd": {
          "annual": {
            "p25": 98709.1338,
            "median": 107196.5655,
            "p75": 112378.241
          },
          "firstYear": {
            "p25": 109647.0383,
            "median": 120918.9718,
            "p75": 128695.6725
          },
          "monthly": {
            "p25": 8225.7611,
            "median": 8933.0471,
            "p75": 9364.8534
          },
          "hourly": {
            "p25": 55.7049,
            "median": 60.4947,
            "p75": 63.4189
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "israel-sal-ethosia-tables",
        "israel-sal-drushim-jobinfo-software",
        "israel-sal-vendor-01",
        "israel-stat-btl-rates-2026",
        "israel-stat-pwc-individual-other-taxes",
        "israel-stat-govil-sec-contract-2026",
        "israel-stat-oecd-pag-2023",
        "israel-stat-btl-average-wage",
        "israel-stat-eor-workmotion",
        "israel-stat-govil-severance-provisions",
        "israel-stat-barlaw-convalescence-2026",
        "israel-stat-shibolet-convalescence-2026",
        "israel-stat-protocol-convalescence-days",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "israel-stat-btl-annual-leave-law",
        "israel-stat-eor-remote",
        "israel-stat-govil-holidays",
        "israel-stat-btl-civil-service-holidays"
      ]
    },
    {
      "key": "israel/test-automation-engineer/mid",
      "scopeType": "country",
      "country": "israel",
      "role": "test-automation-engineer",
      "level": "mid",
      "currency": "ILS",
      "fx": {
        "perUSD": 3.067907,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "A",
        "n": 3,
        "spread": 0.078,
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1772,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 306000,
              "median": 312000,
              "p75": 330000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 8%",
            "usd": {
              "p25": 99742.2673,
              "median": 101697.998,
              "p75": 107565.1902
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 56629.3476,
              "median": 57585.1476,
              "p75": 60452.5476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 18458.6259,
              "median": 18770.1738,
              "p75": 19704.8175
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 18360,
              "median": 24960,
              "p75": 33000
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5984.536,
              "median": 8135.8398,
              "p75": 10756.519
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 8430.8849,
              "median": 8591.4034,
              "p75": 9072.9588
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 2748.0901,
              "median": 2800.4119,
              "p75": 2957.3774
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 400172.5177,
            "median": 414798.5933,
            "p75": 445980.3722
          },
          "firstYear": {
            "p25": 440358.8452,
            "median": 465125.6984,
            "p75": 509089.8104
          },
          "monthly": {
            "p25": 33347.7098,
            "median": 34566.5494,
            "p75": 37165.031
          },
          "hourly": {
            "p25": 225.831,
            "median": 234.085,
            "p75": 251.6819
          }
        },
        "usd": {
          "annual": {
            "p25": 130438.2818,
            "median": 135205.726,
            "p75": 145369.5866
          },
          "firstYear": {
            "p25": 143537.221,
            "median": 151610.1037,
            "p75": 165940.4312
          },
          "monthly": {
            "p25": 10869.8568,
            "median": 11267.1438,
            "p75": 12114.1322
          },
          "hourly": {
            "p25": 73.6108,
            "median": 76.3012,
            "p75": 82.037
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 306000,
              "median": 312000,
              "p75": 330000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 8%",
            "usd": {
              "p25": 99742.2673,
              "median": 101697.998,
              "p75": 107565.1902
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 56629.3476,
              "median": 57585.1476,
              "p75": 60452.5476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 18458.6259,
              "median": 18770.1738,
              "p75": 19704.8175
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 18370.6271,
              "median": 23892.8597,
              "p75": 25733.6039
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 18360,
              "median": 24960,
              "p75": 33000
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 5984.536,
              "median": 8135.8398,
              "p75": 10756.519
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 8430.8849,
              "median": 8591.4034,
              "p75": 9072.9588
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 2748.0901,
              "median": 2800.4119,
              "p75": 2957.3774
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 418543.1448,
            "median": 438691.453,
            "p75": 471713.9761
          },
          "firstYear": {
            "p25": 458729.4723,
            "median": 489018.5581,
            "p75": 534823.4143
          },
          "monthly": {
            "p25": 34878.5954,
            "median": 36557.6211,
            "p75": 39309.498
          },
          "hourly": {
            "p25": 236.1982,
            "median": 247.5685,
            "p75": 266.2043
          }
        },
        "usd": {
          "annual": {
            "p25": 136426.2818,
            "median": 142993.726,
            "p75": 153757.5866
          },
          "firstYear": {
            "p25": 149525.221,
            "median": 159398.1037,
            "p75": 174328.4312
          },
          "monthly": {
            "p25": 11368.8568,
            "median": 11916.1438,
            "p75": 12813.1322
          },
          "hourly": {
            "p25": 76.99,
            "median": 80.6962,
            "p75": 86.7707
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "israel-sal-ethosia-tables",
        "israel-sal-drushim-jobinfo-software",
        "israel-sal-vendor-01",
        "israel-stat-btl-rates-2026",
        "israel-stat-pwc-individual-other-taxes",
        "israel-stat-govil-sec-contract-2026",
        "israel-stat-oecd-pag-2023",
        "israel-stat-btl-average-wage",
        "israel-stat-eor-workmotion",
        "israel-stat-govil-severance-provisions",
        "israel-stat-barlaw-convalescence-2026",
        "israel-stat-shibolet-convalescence-2026",
        "israel-stat-protocol-convalescence-days",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "israel-stat-btl-annual-leave-law",
        "israel-stat-eor-remote",
        "israel-stat-govil-holidays",
        "israel-stat-btl-civil-service-holidays"
      ]
    },
    {
      "key": "israel/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "israel",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "ILS",
      "fx": {
        "perUSD": 3.067907,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "A",
        "n": 3,
        "spread": 0.045,
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1772,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 396000,
              "median": 402000,
              "p75": 414000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 5%",
            "usd": {
              "p25": 129078.2283,
              "median": 131033.959,
              "p75": 134945.4204
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 70966.3476,
              "median": 71922.1476,
              "p75": 73833.7476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 23131.8445,
              "median": 23443.3924,
              "p75": 24066.4882
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 23760,
              "median": 32160,
              "p75": 41400
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 7744.6937,
              "median": 10482.7167,
              "p75": 13494.542
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 7225.7746,
              "median": 7332.7869,
              "p75": 7546.8115
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 2355.2782,
              "median": 2390.1594,
              "p75": 2459.9219
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 508704.4074,
            "median": 525076.9768,
            "p75": 550235.4249
          },
          "firstYear": {
            "p25": 555183.0692,
            "median": 584316.1571,
            "p75": 623655.6422
          },
          "monthly": {
            "p25": 42392.034,
            "median": 43756.4147,
            "p75": 45852.9521
          },
          "hourly": {
            "p25": 287.0792,
            "median": 296.3188,
            "p75": 310.5166
          }
        },
        "usd": {
          "annual": {
            "p25": 165814.8071,
            "median": 171151.53,
            "p75": 179352.055
          },
          "firstYear": {
            "p25": 180964.765,
            "median": 190460.8442,
            "p75": 203283.7508
          },
          "monthly": {
            "p25": 13817.9006,
            "median": 14262.6275,
            "p75": 14946.0046
          },
          "hourly": {
            "p25": 93.5749,
            "median": 96.5866,
            "p75": 101.2145
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 396000,
              "median": 402000,
              "p75": 414000
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01"
            ],
            "note": "3 sources, spread 5%",
            "usd": {
              "p25": 129078.2283,
              "median": 131033.959,
              "p75": 134945.4204
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 70966.3476,
              "median": 71922.1476,
              "p75": 73833.7476
            },
            "sourceIds": [
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions"
            ],
            "detail": [
              {
                "label": "National insurance, employer, reduced-rate band",
                "value": "4.51%, capped at ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "National insurance, employer, full-rate band",
                "value": "7.6%, capped at ILS 622,920 a year, on earnings above ILS 92,436 a year",
                "sourceIds": [
                  "israel-stat-btl-rates-2026",
                  "israel-stat-pwc-individual-other-taxes"
                ]
              },
              {
                "label": "Mandatory pension, employer benefits (tagmulim) component",
                "value": "6.5%, capped at ILS 165,228 a year",
                "sourceIds": [
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-btl-average-wage",
                  "israel-stat-eor-workmotion"
                ]
              },
              {
                "label": "Severance pay component (pitzuim), employer",
                "value": "8.33%, varies 6% to 8.33%",
                "sourceIds": [
                  "israel-stat-govil-severance-provisions",
                  "israel-stat-govil-sec-contract-2026",
                  "israel-stat-oecd-pag-2023",
                  "israel-stat-eor-workmotion"
                ]
              }
            ],
            "usd": {
              "p25": 23131.8445,
              "median": 23443.3924,
              "p75": 24066.4882
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 2709,
              "median": 2709,
              "p75": 2709
            },
            "sourceIds": [
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "detail": [
              {
                "label": "Convalescence pay (dmei havraa)",
                "value": "ILS 2,709 a year",
                "sourceIds": [
                  "israel-stat-barlaw-convalescence-2026",
                  "israel-stat-shibolet-convalescence-2026",
                  "israel-stat-protocol-convalescence-days"
                ]
              }
            ],
            "usd": {
              "p25": 883.0124,
              "median": 883.0124,
              "p75": 883.0124
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 18370.6271,
              "median": 23892.8597,
              "p75": 25733.6039
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 8043.2852,
              "median": 8953.0423,
              "p75": 10745.8658
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 23760,
              "median": 32160,
              "p75": 41400
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 7744.6937,
              "median": 10482.7167,
              "p75": 13494.542
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 7225.7746,
              "median": 7332.7869,
              "p75": 7546.8115
            },
            "sourceIds": [
              "israel-sal-ethosia-tables",
              "israel-sal-drushim-jobinfo-software",
              "israel-sal-vendor-01",
              "israel-stat-btl-rates-2026",
              "israel-stat-pwc-individual-other-taxes",
              "israel-stat-govil-sec-contract-2026",
              "israel-stat-oecd-pag-2023",
              "israel-stat-btl-average-wage",
              "israel-stat-eor-workmotion",
              "israel-stat-govil-severance-provisions",
              "israel-stat-barlaw-convalescence-2026",
              "israel-stat-shibolet-convalescence-2026",
              "israel-stat-protocol-convalescence-days"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 2355.2782,
              "median": 2390.1594,
              "p75": 2459.9219
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 527075.0345,
            "median": 548969.8365,
            "p75": 575969.0288
          },
          "firstYear": {
            "p25": 573553.6963,
            "median": 608209.0168,
            "p75": 649389.2461
          },
          "monthly": {
            "p25": 43922.9195,
            "median": 45747.4864,
            "p75": 47997.4191
          },
          "hourly": {
            "p25": 297.4464,
            "median": 309.8024,
            "p75": 325.039
          }
        },
        "usd": {
          "annual": {
            "p25": 171802.8071,
            "median": 178939.5299,
            "p75": 187740.055
          },
          "firstYear": {
            "p25": 186952.765,
            "median": 198248.8442,
            "p75": 211671.7508
          },
          "monthly": {
            "p25": 14316.9006,
            "median": 14911.6275,
            "p75": 15645.0046
          },
          "hourly": {
            "p25": 96.9542,
            "median": 100.9817,
            "p75": 105.9481
          }
        },
        "sourceIds": [
          "israel-sal-ethosia-tables",
          "israel-sal-drushim-jobinfo-software",
          "israel-sal-vendor-01",
          "israel-stat-btl-rates-2026",
          "israel-stat-pwc-individual-other-taxes",
          "israel-stat-govil-sec-contract-2026",
          "israel-stat-oecd-pag-2023",
          "israel-stat-btl-average-wage",
          "israel-stat-eor-workmotion",
          "israel-stat-govil-severance-provisions",
          "israel-stat-barlaw-convalescence-2026",
          "israel-stat-shibolet-convalescence-2026",
          "israel-stat-protocol-convalescence-days",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "israel-sal-ethosia-tables",
        "israel-sal-drushim-jobinfo-software",
        "israel-sal-vendor-01",
        "israel-stat-btl-rates-2026",
        "israel-stat-pwc-individual-other-taxes",
        "israel-stat-govil-sec-contract-2026",
        "israel-stat-oecd-pag-2023",
        "israel-stat-btl-average-wage",
        "israel-stat-eor-workmotion",
        "israel-stat-govil-severance-provisions",
        "israel-stat-barlaw-convalescence-2026",
        "israel-stat-shibolet-convalescence-2026",
        "israel-stat-protocol-convalescence-days",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "israel-stat-btl-annual-leave-law",
        "israel-stat-eor-remote",
        "israel-stat-govil-holidays",
        "israel-stat-btl-civil-service-holidays"
      ]
    },
    {
      "key": "united-arab-emirates/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "united-arab-emirates",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "AED",
      "fx": {
        "perUSD": 3.673,
        "date": "2026-10-07",
        "sourceId": "ukraine-fx-nbu"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.046,
        "sourceIds": [
          "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
          "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1668,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 116748,
              "median": 119416,
              "p75": 122084
            },
            "sourceIds": [
              "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
              "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer"
            ],
            "note": "2 sources, spread 5%",
            "usd": {
              "p25": 31785.4615,
              "median": 32511.8432,
              "p75": 33238.2249
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-arab-emirates-stat-pwc-other-taxes",
              "united-arab-emirates-stat-gpssa-contributions"
            ],
            "note": "Social security cost item: there are no employer social security contributions for expatriate (non-GCC) employees.",
            "detail": [],
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 6806.4084,
              "median": 6961.9528,
              "p75": 7117.4972
            },
            "sourceIds": [
              "united-arab-emirates-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "End-of-service gratuity accrual (first five years of service)",
                "value": "5.83% of salary",
                "sourceIds": [
                  "united-arab-emirates-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 1853.0924,
              "median": 1895.4405,
              "p75": 1937.7885
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3503.1238,
              "median": 4151.5552,
              "p75": 5152.0069
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 7004.88,
              "median": 9553.28,
              "p75": 12208.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1907.1277,
              "median": 2600.9475,
              "p75": 3323.8225
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1900.8371,
              "median": 1944.2762,
              "p75": 1987.7153
            },
            "sourceIds": [
              "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
              "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer",
              "united-arab-emirates-stat-pwc-other-taxes",
              "united-arab-emirates-stat-gpssa-contributions"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 517.5162,
              "median": 529.3428,
              "p75": 541.1694
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 135963.2493,
            "median": 142027.0642,
            "p75": 148549.6194
          },
          "firstYear": {
            "p25": 149321.8248,
            "median": 159273.3985,
            "p75": 169843.7925
          },
          "monthly": {
            "p25": 11330.2708,
            "median": 11835.5887,
            "p75": 12379.135
          },
          "hourly": {
            "p25": 81.5127,
            "median": 85.1481,
            "p75": 89.0585
          }
        },
        "usd": {
          "annual": {
            "p25": 37016.9478,
            "median": 38667.8639,
            "p75": 40443.6753
          },
          "firstYear": {
            "p25": 40653.9136,
            "median": 43363.2993,
            "p75": 46241.1632
          },
          "monthly": {
            "p25": 3084.7457,
            "median": 3222.322,
            "p75": 3370.3063
          },
          "hourly": {
            "p25": 22.1924,
            "median": 23.1822,
            "p75": 24.2468
          }
        },
        "sourceIds": [
          "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
          "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer",
          "united-arab-emirates-stat-pwc-other-taxes",
          "united-arab-emirates-stat-gpssa-contributions",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 116748,
              "median": 119416,
              "p75": 122084
            },
            "sourceIds": [
              "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
              "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer"
            ],
            "note": "2 sources, spread 5%",
            "usd": {
              "p25": 31785.4615,
              "median": 32511.8432,
              "p75": 33238.2249
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-arab-emirates-stat-pwc-other-taxes",
              "united-arab-emirates-stat-gpssa-contributions"
            ],
            "note": "Social security cost item: there are no employer social security contributions for expatriate (non-GCC) employees.",
            "detail": [],
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 6806.4084,
              "median": 6961.9528,
              "p75": 7117.4972
            },
            "sourceIds": [
              "united-arab-emirates-stat-pwc-other-taxes"
            ],
            "detail": [
              {
                "label": "End-of-service gratuity accrual (first five years of service)",
                "value": "5.83% of salary",
                "sourceIds": [
                  "united-arab-emirates-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 1853.0924,
              "median": 1895.4405,
              "p75": 1937.7885
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 21993.924,
              "median": 28605.324,
              "p75": 30809.124
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3503.1238,
              "median": 4151.5552,
              "p75": 5152.0069
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 7004.88,
              "median": 9553.28,
              "p75": 12208.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1907.1277,
              "median": 2600.9475,
              "p75": 3323.8225
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1900.8371,
              "median": 1944.2762,
              "p75": 1987.7153
            },
            "sourceIds": [
              "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
              "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer",
              "united-arab-emirates-stat-pwc-other-taxes",
              "united-arab-emirates-stat-gpssa-contributions"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 517.5162,
              "median": 529.3428,
              "p75": 541.1694
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 157957.1733,
            "median": 170632.3882,
            "p75": 179358.7434
          },
          "firstYear": {
            "p25": 171315.7488,
            "median": 187878.7225,
            "p75": 200652.9165
          },
          "monthly": {
            "p25": 13163.0978,
            "median": 14219.3657,
            "p75": 14946.562
          },
          "hourly": {
            "p25": 94.6985,
            "median": 102.2976,
            "p75": 107.5292
          }
        },
        "usd": {
          "annual": {
            "p25": 43004.9478,
            "median": 46455.8639,
            "p75": 48831.6753
          },
          "firstYear": {
            "p25": 46641.9136,
            "median": 51151.2993,
            "p75": 54629.1632
          },
          "monthly": {
            "p25": 3583.7457,
            "median": 3871.322,
            "p75": 4069.3063
          },
          "hourly": {
            "p25": 25.7823,
            "median": 27.8512,
            "p75": 29.2756
          }
        },
        "sourceIds": [
          "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
          "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer",
          "united-arab-emirates-stat-pwc-other-taxes",
          "united-arab-emirates-stat-gpssa-contributions",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "united-arab-emirates-sal-payscale-qa-engineer-mid-career",
        "united-arab-emirates-sal-indeed-senior-quality-assurance-engineer",
        "united-arab-emirates-stat-pwc-other-taxes",
        "united-arab-emirates-stat-gpssa-contributions",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "ukraine-fx-nbu",
        "united-arab-emirates-stat-morganlewis-dl33-2021",
        "united-arab-emirates-stat-uaeportal-public-holidays"
      ]
    },
    {
      "key": "india/qa-lead/senior",
      "scopeType": "country",
      "country": "india",
      "role": "qa-lead",
      "level": "senior",
      "currency": "INR",
      "fx": {
        "perUSD": 96.731234,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "A",
      "salary": {
        "confidence": "A",
        "n": 4,
        "spread": 0.137,
        "sourceIds": [
          "india-sal-payscale-software-test-lead",
          "india-sal-ambitionbox-test-module-lead",
          "india-sal-indeed-senior-test-lead",
          "india-sal-softwaretestpilot-qa-lead"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1828,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 1310000,
              "median": 1367276.38,
              "p75": 1489926
            },
            "sourceIds": [
              "india-sal-payscale-software-test-lead",
              "india-sal-ambitionbox-test-module-lead",
              "india-sal-indeed-senior-test-lead",
              "india-sal-softwaretestpilot-qa-lead"
            ],
            "note": "4 sources, spread 14%",
            "usd": {
              "p25": 13542.6785,
              "median": 14134.7972,
              "p75": 15402.7395
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 39000,
              "median": 39000,
              "p75": 39000
            },
            "sourceIds": [
              "india-stat-kpmg-epfo-faq-2026",
              "india-stat-mole-epf-ceiling-2026",
              "india-stat-pwc-individual",
              "india-stat-icmr-epf-om-2026",
              "india-stat-epfo-contribution-rates",
              "india-stat-esic-contribution",
              "india-stat-esic-coverage"
            ],
            "detail": [
              {
                "label": "Employees' Pension Scheme (EPS), employer share of PF",
                "value": "8.33%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-kpmg-epfo-faq-2026",
                  "india-stat-mole-epf-ceiling-2026",
                  "india-stat-pwc-individual"
                ]
              },
              {
                "label": "Employees' Provident Fund (EPF), employer share of PF",
                "value": "3.67%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-kpmg-epfo-faq-2026",
                  "india-stat-mole-epf-ceiling-2026"
                ]
              },
              {
                "label": "Employees' Deposit Linked Insurance (EDLI), employer",
                "value": "0.5%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-icmr-epf-om-2026",
                  "india-stat-epfo-contribution-rates"
                ]
              },
              {
                "label": "EPF administrative charges, employer",
                "value": "0.5%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-icmr-epf-om-2026",
                  "india-stat-epfo-contribution-rates"
                ]
              },
              {
                "label": "Employees' State Insurance (ESI), employer",
                "value": "3.25%, only where monthly pay is at most INR 21,000; not due at this salary",
                "sourceIds": [
                  "india-stat-esic-contribution",
                  "india-stat-esic-coverage"
                ]
              }
            ],
            "usd": {
              "p25": 403.179,
              "median": 403.179,
              "p75": 403.179
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 63011,
              "median": 65765.9939,
              "p75": 71665.4406
            },
            "sourceIds": [
              "india-stat-py-labour-gratuity-act",
              "india-stat-taxmann-gratuity-ss-code"
            ],
            "detail": [
              {
                "label": "Gratuity accrual",
                "value": "4.81% of salary",
                "sourceIds": [
                  "india-stat-py-labour-gratuity-act",
                  "india-stat-taxmann-gratuity-ss-code"
                ]
              }
            ],
            "usd": {
              "p25": 651.4028,
              "median": 679.8837,
              "p75": 740.8718
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 92257.4144,
              "median": 109334.3465,
              "p75": 135682
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 78600,
              "median": 109382.1104,
              "p75": 148992.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 812.5607,
              "median": 1130.7838,
              "p75": 1540.274
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 21723.2462,
              "median": 22646.8058,
              "p75": 24624.4837
            },
            "sourceIds": [
              "india-sal-payscale-software-test-lead",
              "india-sal-ambitionbox-test-module-lead",
              "india-sal-indeed-senior-test-lead",
              "india-sal-softwaretestpilot-qa-lead",
              "india-stat-kpmg-epfo-faq-2026",
              "india-stat-mole-epf-ceiling-2026",
              "india-stat-pwc-individual",
              "india-stat-icmr-epf-om-2026",
              "india-stat-epfo-contribution-rates",
              "india-stat-esic-contribution",
              "india-stat-esic-coverage",
              "india-stat-py-labour-gratuity-act",
              "india-stat-taxmann-gratuity-ss-code"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 224.5732,
              "median": 234.1209,
              "p75": 254.566
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 1604591.6606,
            "median": 1713405.6366,
            "p75": 1909890.5243
          },
          "firstYear": {
            "p25": 1755076.5298,
            "median": 1911449.0108,
            "p75": 2170316.1499
          },
          "monthly": {
            "p25": 133715.9717,
            "median": 142783.8031,
            "p75": 159157.5437
          },
          "hourly": {
            "p25": 877.7854,
            "median": 937.3116,
            "p75": 1044.7979
          }
        },
        "usd": {
          "annual": {
            "p25": 16588.1442,
            "median": 17713.0547,
            "p75": 19744.3002
          },
          "firstYear": {
            "p25": 18143.8451,
            "median": 19760.4117,
            "p75": 22436.5601
          },
          "monthly": {
            "p25": 1382.3454,
            "median": 1476.0879,
            "p75": 1645.3584
          },
          "hourly": {
            "p25": 9.0745,
            "median": 9.6899,
            "p75": 10.801
          }
        },
        "sourceIds": [
          "india-sal-payscale-software-test-lead",
          "india-sal-ambitionbox-test-module-lead",
          "india-sal-indeed-senior-test-lead",
          "india-sal-softwaretestpilot-qa-lead",
          "india-stat-kpmg-epfo-faq-2026",
          "india-stat-mole-epf-ceiling-2026",
          "india-stat-pwc-individual",
          "india-stat-icmr-epf-om-2026",
          "india-stat-epfo-contribution-rates",
          "india-stat-esic-contribution",
          "india-stat-esic-coverage",
          "india-stat-py-labour-gratuity-act",
          "india-stat-taxmann-gratuity-ss-code",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 1310000,
              "median": 1367276.38,
              "p75": 1489926
            },
            "sourceIds": [
              "india-sal-payscale-software-test-lead",
              "india-sal-ambitionbox-test-module-lead",
              "india-sal-indeed-senior-test-lead",
              "india-sal-softwaretestpilot-qa-lead"
            ],
            "note": "4 sources, spread 14%",
            "usd": {
              "p25": 13542.6785,
              "median": 14134.7972,
              "p75": 15402.7395
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 39000,
              "median": 39000,
              "p75": 39000
            },
            "sourceIds": [
              "india-stat-kpmg-epfo-faq-2026",
              "india-stat-mole-epf-ceiling-2026",
              "india-stat-pwc-individual",
              "india-stat-icmr-epf-om-2026",
              "india-stat-epfo-contribution-rates",
              "india-stat-esic-contribution",
              "india-stat-esic-coverage"
            ],
            "detail": [
              {
                "label": "Employees' Pension Scheme (EPS), employer share of PF",
                "value": "8.33%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-kpmg-epfo-faq-2026",
                  "india-stat-mole-epf-ceiling-2026",
                  "india-stat-pwc-individual"
                ]
              },
              {
                "label": "Employees' Provident Fund (EPF), employer share of PF",
                "value": "3.67%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-kpmg-epfo-faq-2026",
                  "india-stat-mole-epf-ceiling-2026"
                ]
              },
              {
                "label": "Employees' Deposit Linked Insurance (EDLI), employer",
                "value": "0.5%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-icmr-epf-om-2026",
                  "india-stat-epfo-contribution-rates"
                ]
              },
              {
                "label": "EPF administrative charges, employer",
                "value": "0.5%, capped at INR 300,000 a year",
                "sourceIds": [
                  "india-stat-icmr-epf-om-2026",
                  "india-stat-epfo-contribution-rates"
                ]
              },
              {
                "label": "Employees' State Insurance (ESI), employer",
                "value": "3.25%, only where monthly pay is at most INR 21,000; not due at this salary",
                "sourceIds": [
                  "india-stat-esic-contribution",
                  "india-stat-esic-coverage"
                ]
              }
            ],
            "usd": {
              "p25": 403.179,
              "median": 403.179,
              "p75": 403.179
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 63011,
              "median": 65765.9939,
              "p75": 71665.4406
            },
            "sourceIds": [
              "india-stat-py-labour-gratuity-act",
              "india-stat-taxmann-gratuity-ss-code"
            ],
            "detail": [
              {
                "label": "Gratuity accrual",
                "value": "4.81% of salary",
                "sourceIds": [
                  "india-stat-py-labour-gratuity-act",
                  "india-stat-taxmann-gratuity-ss-code"
                ]
              }
            ],
            "usd": {
              "p25": 651.4028,
              "median": 679.8837,
              "p75": 740.8718
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 579226.6292,
              "median": 753342.8504,
              "p75": 811381.5908
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 92257.4144,
              "median": 109334.3465,
              "p75": 135682
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 78600,
              "median": 109382.1104,
              "p75": 148992.6
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 812.5607,
              "median": 1130.7838,
              "p75": 1540.274
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 21723.2462,
              "median": 22646.8058,
              "p75": 24624.4837
            },
            "sourceIds": [
              "india-sal-payscale-software-test-lead",
              "india-sal-ambitionbox-test-module-lead",
              "india-sal-indeed-senior-test-lead",
              "india-sal-softwaretestpilot-qa-lead",
              "india-stat-kpmg-epfo-faq-2026",
              "india-stat-mole-epf-ceiling-2026",
              "india-stat-pwc-individual",
              "india-stat-icmr-epf-om-2026",
              "india-stat-epfo-contribution-rates",
              "india-stat-esic-contribution",
              "india-stat-esic-coverage",
              "india-stat-py-labour-gratuity-act",
              "india-stat-taxmann-gratuity-ss-code"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 224.5732,
              "median": 234.1209,
              "p75": 254.566
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 2183818.2898,
            "median": 2466748.487,
            "p75": 2721272.1151
          },
          "firstYear": {
            "p25": 2334303.159,
            "median": 2664791.8612,
            "p75": 2981697.7407
          },
          "monthly": {
            "p25": 181984.8575,
            "median": 205562.3739,
            "p75": 226772.6763
          },
          "hourly": {
            "p25": 1194.649,
            "median": 1349.4248,
            "p75": 1488.6609
          }
        },
        "usd": {
          "annual": {
            "p25": 22576.1442,
            "median": 25501.0547,
            "p75": 28132.3002
          },
          "firstYear": {
            "p25": 24131.8451,
            "median": 27548.4117,
            "p75": 30824.5601
          },
          "monthly": {
            "p25": 1881.3454,
            "median": 2125.0879,
            "p75": 2344.3584
          },
          "hourly": {
            "p25": 12.3502,
            "median": 13.9502,
            "p75": 15.3897
          }
        },
        "sourceIds": [
          "india-sal-payscale-software-test-lead",
          "india-sal-ambitionbox-test-module-lead",
          "india-sal-indeed-senior-test-lead",
          "india-sal-softwaretestpilot-qa-lead",
          "india-stat-kpmg-epfo-faq-2026",
          "india-stat-mole-epf-ceiling-2026",
          "india-stat-pwc-individual",
          "india-stat-icmr-epf-om-2026",
          "india-stat-epfo-contribution-rates",
          "india-stat-esic-contribution",
          "india-stat-esic-coverage",
          "india-stat-py-labour-gratuity-act",
          "india-stat-taxmann-gratuity-ss-code",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 3528755.4163,
              "median": 6175321.9786,
              "p75": 8821888.5408
            },
            "sourceIds": [
              "global-out-vendor-03",
              "global-out-vendor-05",
              "global-out-vendor-06",
              "global-out-softwaretestpilot",
              "global-out-vendor-09"
            ],
            "isDefault": false,
            "note": "USD 19 to 48 an hour, South Asia (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 36480,
              "median": 63840,
              "p75": 91200
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 3528755.4163,
            "median": 6175321.9786,
            "p75": 8821888.5408
          },
          "firstYear": {
            "p25": 3528755.4163,
            "median": 6175321.9786,
            "p75": 8821888.5408
          },
          "monthly": {
            "p25": 294062.9514,
            "median": 514610.1649,
            "p75": 735157.3784
          },
          "hourly": {
            "p25": 1837.8934,
            "median": 3216.3135,
            "p75": 4594.7336
          }
        },
        "usd": {
          "annual": {
            "p25": 36480,
            "median": 63840,
            "p75": 91200
          },
          "firstYear": {
            "p25": 36480,
            "median": 63840,
            "p75": 91200
          },
          "monthly": {
            "p25": 3040,
            "median": 5320,
            "p75": 7600
          },
          "hourly": {
            "p25": 19,
            "median": 33.25,
            "p75": 47.5
          }
        },
        "sourceIds": [
          "global-out-vendor-03",
          "global-out-vendor-05",
          "global-out-vendor-06",
          "global-out-softwaretestpilot",
          "global-out-vendor-09"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "india-sal-payscale-software-test-lead",
        "india-sal-ambitionbox-test-module-lead",
        "india-sal-indeed-senior-test-lead",
        "india-sal-softwaretestpilot-qa-lead",
        "india-stat-kpmg-epfo-faq-2026",
        "india-stat-mole-epf-ceiling-2026",
        "india-stat-pwc-individual",
        "india-stat-icmr-epf-om-2026",
        "india-stat-epfo-contribution-rates",
        "india-stat-esic-contribution",
        "india-stat-esic-coverage",
        "india-stat-py-labour-gratuity-act",
        "india-stat-taxmann-gratuity-ss-code",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-03",
        "global-out-vendor-05",
        "global-out-vendor-06",
        "global-out-softwaretestpilot",
        "global-out-vendor-09",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "india-stat-gazette-osh-s32",
        "india-stat-indiabriefing-holidays-2026"
      ]
    },
    {
      "key": "philippines/manual-qa-engineer/junior",
      "scopeType": "country",
      "country": "philippines",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "PHP",
      "fx": {
        "perUSD": 62.810235,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.215,
        "sourceIds": [
          "philippines-sal-indeed-junior-qa-engineer",
          "philippines-sal-glassdoor-junior-qa-tester"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1804,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 325956,
              "median": 360978,
              "p75": 396000
            },
            "sourceIds": [
              "philippines-sal-indeed-junior-qa-engineer",
              "philippines-sal-glassdoor-junior-qa-tester"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 5189.5364,
              "median": 5747.1207,
              "p75": 6304.705
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 43504.5,
              "median": 47882.25,
              "p75": 52260
            },
            "sourceIds": [
              "philippines-stat-lawphil-ra11199",
              "philippines-stat-grantthornton-sss2025",
              "philippines-stat-vialto-sss2025",
              "philippines-stat-tripleiconsulting-sss",
              "philippines-stat-philhealth-pa2025-0002",
              "philippines-stat-philhealth-circ2020-0005",
              "philippines-stat-iscale-philhealth",
              "philippines-stat-grantthornton-pagibig460",
              "philippines-stat-forvismazars-pagibig460"
            ],
            "detail": [
              {
                "label": "Social Security System (SSS), employer share incl. MySSS Pension Booster (MPF) portion",
                "value": "10%, capped at PHP 420,000 a year, minimum base PHP 60,000 a year",
                "sourceIds": [
                  "philippines-stat-lawphil-ra11199",
                  "philippines-stat-grantthornton-sss2025"
                ]
              },
              {
                "label": "Employees' Compensation (EC) premium, employer only",
                "value": "0%, PHP 360 a year",
                "sourceIds": [
                  "philippines-stat-vialto-sss2025",
                  "philippines-stat-tripleiconsulting-sss"
                ]
              },
              {
                "label": "PhilHealth premium, employer share",
                "value": "2.5%, capped at PHP 1,200,000 a year, minimum base PHP 120,000 a year",
                "sourceIds": [
                  "philippines-stat-philhealth-pa2025-0002",
                  "philippines-stat-philhealth-circ2020-0005",
                  "philippines-stat-iscale-philhealth"
                ]
              },
              {
                "label": "Pag-IBIG Fund (HDMF), employer share",
                "value": "2%, capped at PHP 120,000 a year",
                "sourceIds": [
                  "philippines-stat-grantthornton-pagibig460",
                  "philippines-stat-forvismazars-pagibig460"
                ]
              }
            ],
            "usd": {
              "p25": 692.6339,
              "median": 762.332,
              "p75": 832.03
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 27163,
              "median": 30081.5,
              "p75": 33000
            },
            "sourceIds": [
              "philippines-stat-lawphil-pd851"
            ],
            "detail": [
              {
                "label": "13th month pay",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "philippines-stat-lawphil-pd851"
                ]
              }
            ],
            "usd": {
              "p25": 432.4614,
              "median": 478.9267,
              "p75": 525.3921
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 59905.2616,
              "median": 70993.7805,
              "p75": 88102.0323
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 19557.36,
              "median": 28878.24,
              "p75": 39600
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 311.3722,
              "median": 459.7697,
              "p75": 630.4705
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 15254.75,
              "median": 16882.375,
              "p75": 18510
            },
            "sourceIds": [
              "philippines-sal-indeed-junior-qa-engineer",
              "philippines-sal-glassdoor-junior-qa-tester",
              "philippines-stat-lawphil-ra11199",
              "philippines-stat-grantthornton-sss2025",
              "philippines-stat-vialto-sss2025",
              "philippines-stat-tripleiconsulting-sss",
              "philippines-stat-philhealth-pa2025-0002",
              "philippines-stat-philhealth-circ2020-0005",
              "philippines-stat-iscale-philhealth",
              "philippines-stat-grantthornton-pagibig460",
              "philippines-stat-forvismazars-pagibig460",
              "philippines-stat-lawphil-pd851"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 242.8704,
              "median": 268.7838,
              "p75": 294.6972
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 491340.8716,
            "median": 555696.1455,
            "p75": 627472.0323
          },
          "firstYear": {
            "p25": 543559.0366,
            "median": 624337.068,
            "p75": 714637.0323
          },
          "monthly": {
            "p25": 40945.0726,
            "median": 46308.0121,
            "p75": 52289.336
          },
          "hourly": {
            "p25": 272.3619,
            "median": 308.0356,
            "p75": 347.8226
          }
        },
        "usd": {
          "annual": {
            "p25": 7822.6243,
            "median": 8847.2228,
            "p75": 9989.9647
          },
          "firstYear": {
            "p25": 8653.9883,
            "median": 9940.0531,
            "p75": 11377.7163
          },
          "monthly": {
            "p25": 651.8854,
            "median": 737.2686,
            "p75": 832.4971
          },
          "hourly": {
            "p25": 4.3363,
            "median": 4.9042,
            "p75": 5.5377
          }
        },
        "sourceIds": [
          "philippines-sal-indeed-junior-qa-engineer",
          "philippines-sal-glassdoor-junior-qa-tester",
          "philippines-stat-lawphil-ra11199",
          "philippines-stat-grantthornton-sss2025",
          "philippines-stat-vialto-sss2025",
          "philippines-stat-tripleiconsulting-sss",
          "philippines-stat-philhealth-pa2025-0002",
          "philippines-stat-philhealth-circ2020-0005",
          "philippines-stat-iscale-philhealth",
          "philippines-stat-grantthornton-pagibig460",
          "philippines-stat-forvismazars-pagibig460",
          "philippines-stat-lawphil-pd851",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 325956,
              "median": 360978,
              "p75": 396000
            },
            "sourceIds": [
              "philippines-sal-indeed-junior-qa-engineer",
              "philippines-sal-glassdoor-junior-qa-tester"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 5189.5364,
              "median": 5747.1207,
              "p75": 6304.705
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 43504.5,
              "median": 47882.25,
              "p75": 52260
            },
            "sourceIds": [
              "philippines-stat-lawphil-ra11199",
              "philippines-stat-grantthornton-sss2025",
              "philippines-stat-vialto-sss2025",
              "philippines-stat-tripleiconsulting-sss",
              "philippines-stat-philhealth-pa2025-0002",
              "philippines-stat-philhealth-circ2020-0005",
              "philippines-stat-iscale-philhealth",
              "philippines-stat-grantthornton-pagibig460",
              "philippines-stat-forvismazars-pagibig460"
            ],
            "detail": [
              {
                "label": "Social Security System (SSS), employer share incl. MySSS Pension Booster (MPF) portion",
                "value": "10%, capped at PHP 420,000 a year, minimum base PHP 60,000 a year",
                "sourceIds": [
                  "philippines-stat-lawphil-ra11199",
                  "philippines-stat-grantthornton-sss2025"
                ]
              },
              {
                "label": "Employees' Compensation (EC) premium, employer only",
                "value": "0%, PHP 360 a year",
                "sourceIds": [
                  "philippines-stat-vialto-sss2025",
                  "philippines-stat-tripleiconsulting-sss"
                ]
              },
              {
                "label": "PhilHealth premium, employer share",
                "value": "2.5%, capped at PHP 1,200,000 a year, minimum base PHP 120,000 a year",
                "sourceIds": [
                  "philippines-stat-philhealth-pa2025-0002",
                  "philippines-stat-philhealth-circ2020-0005",
                  "philippines-stat-iscale-philhealth"
                ]
              },
              {
                "label": "Pag-IBIG Fund (HDMF), employer share",
                "value": "2%, capped at PHP 120,000 a year",
                "sourceIds": [
                  "philippines-stat-grantthornton-pagibig460",
                  "philippines-stat-forvismazars-pagibig460"
                ]
              }
            ],
            "usd": {
              "p25": 692.6339,
              "median": 762.332,
              "p75": 832.03
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 27163,
              "median": 30081.5,
              "p75": 33000
            },
            "sourceIds": [
              "philippines-stat-lawphil-pd851"
            ],
            "detail": [
              {
                "label": "13th month pay",
                "value": "1 extra monthly salary",
                "sourceIds": [
                  "philippines-stat-lawphil-pd851"
                ]
              }
            ],
            "usd": {
              "p25": 432.4614,
              "median": 478.9267,
              "p75": 525.3921
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 376107.6872,
              "median": 489166.1102,
              "p75": 526852.2512
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 59905.2616,
              "median": 70993.7805,
              "p75": 88102.0323
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 19557.36,
              "median": 28878.24,
              "p75": 39600
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 311.3722,
              "median": 459.7697,
              "p75": 630.4705
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 15254.75,
              "median": 16882.375,
              "p75": 18510
            },
            "sourceIds": [
              "philippines-sal-indeed-junior-qa-engineer",
              "philippines-sal-glassdoor-junior-qa-tester",
              "philippines-stat-lawphil-ra11199",
              "philippines-stat-grantthornton-sss2025",
              "philippines-stat-vialto-sss2025",
              "philippines-stat-tripleiconsulting-sss",
              "philippines-stat-philhealth-pa2025-0002",
              "philippines-stat-philhealth-circ2020-0005",
              "philippines-stat-iscale-philhealth",
              "philippines-stat-grantthornton-pagibig460",
              "philippines-stat-forvismazars-pagibig460",
              "philippines-stat-lawphil-pd851"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 242.8704,
              "median": 268.7838,
              "p75": 294.6972
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 867448.5588,
            "median": 1044862.2557,
            "p75": 1154324.2835
          },
          "firstYear": {
            "p25": 919666.7238,
            "median": 1113503.1782,
            "p75": 1241489.2835
          },
          "monthly": {
            "p25": 72287.3799,
            "median": 87071.8546,
            "p75": 96193.6903
          },
          "hourly": {
            "p25": 480.8473,
            "median": 579.1919,
            "p75": 639.8693
          }
        },
        "usd": {
          "annual": {
            "p25": 13810.6243,
            "median": 16635.2228,
            "p75": 18377.9647
          },
          "firstYear": {
            "p25": 14641.9883,
            "median": 17728.0531,
            "p75": 19765.7163
          },
          "monthly": {
            "p25": 1150.8854,
            "median": 1386.2686,
            "p75": 1531.4971
          },
          "hourly": {
            "p25": 7.6556,
            "median": 9.2213,
            "p75": 10.1873
          }
        },
        "sourceIds": [
          "philippines-sal-indeed-junior-qa-engineer",
          "philippines-sal-glassdoor-junior-qa-tester",
          "philippines-stat-lawphil-ra11199",
          "philippines-stat-grantthornton-sss2025",
          "philippines-stat-vialto-sss2025",
          "philippines-stat-tripleiconsulting-sss",
          "philippines-stat-philhealth-pa2025-0002",
          "philippines-stat-philhealth-circ2020-0005",
          "philippines-stat-iscale-philhealth",
          "philippines-stat-grantthornton-pagibig460",
          "philippines-stat-forvismazars-pagibig460",
          "philippines-stat-lawphil-pd851",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 1989828.2448,
              "median": 3014891.28,
              "p75": 3738465.1872
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 17 to 31 an hour, Southeast Asia (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 31680,
              "median": 48000,
              "p75": 59520
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 1989828.2448,
            "median": 3014891.28,
            "p75": 3738465.1872
          },
          "firstYear": {
            "p25": 1989828.2448,
            "median": 3014891.28,
            "p75": 3738465.1872
          },
          "monthly": {
            "p25": 165819.0204,
            "median": 251240.94,
            "p75": 311538.7656
          },
          "hourly": {
            "p25": 1036.3689,
            "median": 1570.2559,
            "p75": 1947.1173
          }
        },
        "usd": {
          "annual": {
            "p25": 31680,
            "median": 48000,
            "p75": 59520
          },
          "firstYear": {
            "p25": 31680,
            "median": 48000,
            "p75": 59520
          },
          "monthly": {
            "p25": 2640,
            "median": 4000,
            "p75": 4960
          },
          "hourly": {
            "p25": 16.5,
            "median": 25,
            "p75": 31
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "philippines-sal-indeed-junior-qa-engineer",
        "philippines-sal-glassdoor-junior-qa-tester",
        "philippines-stat-lawphil-ra11199",
        "philippines-stat-grantthornton-sss2025",
        "philippines-stat-vialto-sss2025",
        "philippines-stat-tripleiconsulting-sss",
        "philippines-stat-philhealth-pa2025-0002",
        "philippines-stat-philhealth-circ2020-0005",
        "philippines-stat-iscale-philhealth",
        "philippines-stat-grantthornton-pagibig460",
        "philippines-stat-forvismazars-pagibig460",
        "philippines-stat-lawphil-pd851",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "philippines-stat-lawphil-art95",
        "philippines-stat-ptv-proc1006"
      ]
    },
    {
      "key": "vietnam/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "vietnam",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "VND",
      "fx": {
        "perUSD": 25634,
        "date": "2026-10-08",
        "sourceId": "vietnam-fx-sbv"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.033,
        "sourceIds": [
          "vietnam-sal-itviec-2025-2026",
          "vietnam-sal-indeed-senior-tester"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1748,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 303600000,
              "median": 308589924,
              "p75": 313579848
            },
            "sourceIds": [
              "vietnam-sal-itviec-2025-2026",
              "vietnam-sal-indeed-senior-tester"
            ],
            "note": "2 sources, spread 3%",
            "usd": {
              "p25": 11843.6452,
              "median": 12038.3055,
              "p75": 12232.9659
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 71346000,
              "median": 72518632.14,
              "p75": 73691264.28
            },
            "sourceIds": [
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-roedl-base-salary-2026",
              "vietnam-stat-ey-decree293",
              "vietnam-stat-vietnambriefing-base-salary-2026"
            ],
            "detail": [
              {
                "label": "Compulsory social insurance, employer share (retirement and survivorship 14%, sickness and maternity 3%, occupational accident and disease 0.5%)",
                "value": "17.5%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-roedl-base-salary-2026"
                ]
              },
              {
                "label": "Health insurance, employer share",
                "value": "3%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-roedl-base-salary-2026"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1%, capped at VND 1,274,400,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-ey-decree293"
                ]
              },
              {
                "label": "Trade union fee (kinh phí công đoàn), employer",
                "value": "2%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-vietnambriefing-base-salary-2026"
                ]
              }
            ],
            "usd": {
              "p25": 2783.2566,
              "median": 2829.0018,
              "p75": 2874.747
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-lsvn-art113",
              "vietnam-stat-tuoitre-holidays-2026",
              "vietnam-stat-nq28-2026-culture-day"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 24448427.5,
              "median": 28973853.86,
              "p75": 35956042.78
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 18216000,
              "median": 24687193.92,
              "p75": 31357984.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 710.6187,
              "median": 963.0644,
              "p75": 1223.2966
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 5768400,
              "median": 5863208.556,
              "p75": 5958017.112
            },
            "sourceIds": [
              "vietnam-sal-itviec-2025-2026",
              "vietnam-sal-indeed-senior-tester",
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-roedl-base-salary-2026",
              "vietnam-stat-ey-decree293",
              "vietnam-stat-vietnambriefing-base-salary-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 225.0293,
              "median": 228.7278,
              "p75": 232.4264
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 423378827.5,
            "median": 440632812.476,
            "p75": 460543156.972
          },
          "firstYear": {
            "p25": 459355427.5,
            "median": 486458416.19,
            "p75": 516517159.84
          },
          "monthly": {
            "p25": 35281568.9583,
            "median": 36719401.0397,
            "p75": 38378596.4143
          },
          "hourly": {
            "p25": 242207.5672,
            "median": 252078.268,
            "p75": 263468.6253
          }
        },
        "usd": {
          "annual": {
            "p25": 16516.2997,
            "median": 17189.3896,
            "p75": 17966.1058
          },
          "firstYear": {
            "p25": 17919.7717,
            "median": 18977.078,
            "p75": 20149.6902
          },
          "monthly": {
            "p25": 1376.3583,
            "median": 1432.4491,
            "p75": 1497.1755
          },
          "hourly": {
            "p25": 9.4487,
            "median": 9.8337,
            "p75": 10.2781
          }
        },
        "sourceIds": [
          "vietnam-sal-itviec-2025-2026",
          "vietnam-sal-indeed-senior-tester",
          "vietnam-stat-pwc-other-taxes",
          "vietnam-stat-roedl-base-salary-2026",
          "vietnam-stat-ey-decree293",
          "vietnam-stat-vietnambriefing-base-salary-2026",
          "vietnam-stat-lsvn-art113",
          "vietnam-stat-tuoitre-holidays-2026",
          "vietnam-stat-nq28-2026-culture-day",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 303600000,
              "median": 308589924,
              "p75": 313579848
            },
            "sourceIds": [
              "vietnam-sal-itviec-2025-2026",
              "vietnam-sal-indeed-senior-tester"
            ],
            "note": "2 sources, spread 3%",
            "usd": {
              "p25": 11843.6452,
              "median": 12038.3055,
              "p75": 12232.9659
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 71346000,
              "median": 72518632.14,
              "p75": 73691264.28
            },
            "sourceIds": [
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-roedl-base-salary-2026",
              "vietnam-stat-ey-decree293",
              "vietnam-stat-vietnambriefing-base-salary-2026"
            ],
            "detail": [
              {
                "label": "Compulsory social insurance, employer share (retirement and survivorship 14%, sickness and maternity 3%, occupational accident and disease 0.5%)",
                "value": "17.5%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-roedl-base-salary-2026"
                ]
              },
              {
                "label": "Health insurance, employer share",
                "value": "3%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-roedl-base-salary-2026"
                ]
              },
              {
                "label": "Unemployment insurance, employer share",
                "value": "1%, capped at VND 1,274,400,000 a year",
                "sourceIds": [
                  "vietnam-stat-pwc-other-taxes",
                  "vietnam-stat-ey-decree293"
                ]
              },
              {
                "label": "Trade union fee (kinh phí công đoàn), employer",
                "value": "2%, capped at VND 607,200,000 a year",
                "sourceIds": [
                  "vietnam-stat-vietnambriefing-base-salary-2026"
                ]
              }
            ],
            "usd": {
              "p25": 2783.2566,
              "median": 2829.0018,
              "p75": 2874.747
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-lsvn-art113",
              "vietnam-stat-tuoitre-holidays-2026",
              "vietnam-stat-nq28-2026-culture-day"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 153496392,
              "median": 199637592,
              "p75": 215017992
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 24448427.5,
              "median": 28973853.86,
              "p75": 35956042.78
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 18216000,
              "median": 24687193.92,
              "p75": 31357984.8
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 710.6187,
              "median": 963.0644,
              "p75": 1223.2966
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 5768400,
              "median": 5863208.556,
              "p75": 5958017.112
            },
            "sourceIds": [
              "vietnam-sal-itviec-2025-2026",
              "vietnam-sal-indeed-senior-tester",
              "vietnam-stat-pwc-other-taxes",
              "vietnam-stat-roedl-base-salary-2026",
              "vietnam-stat-ey-decree293",
              "vietnam-stat-vietnambriefing-base-salary-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 225.0293,
              "median": 228.7278,
              "p75": 232.4264
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 576875219.5,
            "median": 640270404.476,
            "p75": 675561148.972
          },
          "firstYear": {
            "p25": 612851819.5,
            "median": 686096008.19,
            "p75": 731535151.84
          },
          "monthly": {
            "p25": 48072934.9583,
            "median": 53355867.0397,
            "p75": 56296762.4143
          },
          "hourly": {
            "p25": 330020.1485,
            "median": 366287.4167,
            "p75": 386476.6298
          }
        },
        "usd": {
          "annual": {
            "p25": 22504.2997,
            "median": 24977.3896,
            "p75": 26354.1058
          },
          "firstYear": {
            "p25": 23907.7717,
            "median": 26765.078,
            "p75": 28537.6902
          },
          "monthly": {
            "p25": 1875.3583,
            "median": 2081.4491,
            "p75": 2196.1755
          },
          "hourly": {
            "p25": 12.8743,
            "median": 14.2891,
            "p75": 15.0767
          }
        },
        "sourceIds": [
          "vietnam-sal-itviec-2025-2026",
          "vietnam-sal-indeed-senior-tester",
          "vietnam-stat-pwc-other-taxes",
          "vietnam-stat-roedl-base-salary-2026",
          "vietnam-stat-ey-decree293",
          "vietnam-stat-vietnambriefing-base-salary-2026",
          "vietnam-stat-lsvn-art113",
          "vietnam-stat-tuoitre-holidays-2026",
          "vietnam-stat-nq28-2026-culture-day",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 812085120,
              "median": 1230432000,
              "p75": 1525735680
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 17 to 31 an hour, Southeast Asia (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 31680,
              "median": 48000,
              "p75": 59520
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 812085120,
            "median": 1230432000,
            "p75": 1525735680
          },
          "firstYear": {
            "p25": 812085120,
            "median": 1230432000,
            "p75": 1525735680
          },
          "monthly": {
            "p25": 67673760,
            "median": 102536000,
            "p75": 127144640
          },
          "hourly": {
            "p25": 422961,
            "median": 640850,
            "p75": 794654
          }
        },
        "usd": {
          "annual": {
            "p25": 31680,
            "median": 48000,
            "p75": 59520
          },
          "firstYear": {
            "p25": 31680,
            "median": 48000,
            "p75": 59520
          },
          "monthly": {
            "p25": 2640,
            "median": 4000,
            "p75": 4960
          },
          "hourly": {
            "p25": 16.5,
            "median": 25,
            "p75": 31
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "vietnam-sal-itviec-2025-2026",
        "vietnam-sal-indeed-senior-tester",
        "vietnam-stat-pwc-other-taxes",
        "vietnam-stat-roedl-base-salary-2026",
        "vietnam-stat-ey-decree293",
        "vietnam-stat-vietnambriefing-base-salary-2026",
        "vietnam-stat-lsvn-art113",
        "vietnam-stat-tuoitre-holidays-2026",
        "vietnam-stat-nq28-2026-culture-day",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "vietnam-fx-sbv"
      ]
    },
    {
      "key": "singapore/test-automation-engineer/senior",
      "scopeType": "country",
      "country": "singapore",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "SGD",
      "fx": {
        "perUSD": 1.280397,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.243,
        "sourceIds": [
          "singapore-sal-morganmckinley-automation-test-analyst",
          "singapore-sal-glassdoor-senior-qa-automation"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1796,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 75000,
              "median": 84102,
              "p75": 93204
            },
            "sourceIds": [
              "singapore-sal-morganmckinley-automation-test-analyst",
              "singapore-sal-glassdoor-senior-qa-automation"
            ],
            "note": "2 sources, spread 24%",
            "usd": {
              "p25": 58575.5824,
              "median": 65684.3151,
              "p75": 72793.0478
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12885,
              "median": 14432.34,
              "p75": 15979.68
            },
            "sourceIds": [
              "singapore-stat-cpf-employer-rates",
              "singapore-stat-pwc-other-taxes",
              "singapore-stat-gobusiness-sdl"
            ],
            "detail": [
              {
                "label": "Central Provident Fund (CPF), employer, age 55 and below",
                "value": "17%, capped at SGD 96,000 a year",
                "sourceIds": [
                  "singapore-stat-cpf-employer-rates",
                  "singapore-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "0.25%, capped at SGD 54,000 a year",
                "sourceIds": [
                  "singapore-stat-gobusiness-sdl",
                  "singapore-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 10063.2851,
              "median": 11271.7696,
              "p75": 12480.2542
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "singapore-stat-mom-annual-leave",
              "singapore-stat-datagov-holidays2026"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3356.8808,
              "median": 3736.5698,
              "p75": 4484.8082
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4500,
              "median": 6728.16,
              "p75": 9320.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3514.5349,
              "median": 5254.7452,
              "p75": 7279.3048
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1352.0769,
              "median": 1515.9129,
              "p75": 1679.7489
            },
            "sourceIds": [
              "singapore-sal-morganmckinley-automation-test-analyst",
              "singapore-sal-glassdoor-senior-qa-automation",
              "singapore-stat-cpf-employer-rates",
              "singapore-stat-pwc-other-taxes",
              "singapore-stat-gobusiness-sdl"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1055.9826,
              "median": 1183.9398,
              "p75": 1311.897
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 97093.9577,
            "median": 110514.9827,
            "p75": 124668.6371
          },
          "firstYear": {
            "p25": 105872.0731,
            "median": 122881.0921,
            "p75": 141168.8605
          },
          "monthly": {
            "p25": 8091.1631,
            "median": 9209.5819,
            "p75": 10389.0531
          },
          "hourly": {
            "p25": 54.0612,
            "median": 61.534,
            "p75": 69.4146
          }
        },
        "usd": {
          "annual": {
            "p25": 75831.135,
            "median": 86313.0597,
            "p75": 97367.1737
          },
          "firstYear": {
            "p25": 82686.9112,
            "median": 95971.0872,
            "p75": 110253.9763
          },
          "monthly": {
            "p25": 6319.2612,
            "median": 7192.755,
            "p75": 8113.9311
          },
          "hourly": {
            "p25": 42.2222,
            "median": 48.0585,
            "p75": 54.2133
          }
        },
        "sourceIds": [
          "singapore-sal-morganmckinley-automation-test-analyst",
          "singapore-sal-glassdoor-senior-qa-automation",
          "singapore-stat-cpf-employer-rates",
          "singapore-stat-pwc-other-taxes",
          "singapore-stat-gobusiness-sdl",
          "singapore-stat-mom-annual-leave",
          "singapore-stat-datagov-holidays2026",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 75000,
              "median": 84102,
              "p75": 93204
            },
            "sourceIds": [
              "singapore-sal-morganmckinley-automation-test-analyst",
              "singapore-sal-glassdoor-senior-qa-automation"
            ],
            "note": "2 sources, spread 24%",
            "usd": {
              "p25": 58575.5824,
              "median": 65684.3151,
              "p75": 72793.0478
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 12885,
              "median": 14432.34,
              "p75": 15979.68
            },
            "sourceIds": [
              "singapore-stat-cpf-employer-rates",
              "singapore-stat-pwc-other-taxes",
              "singapore-stat-gobusiness-sdl"
            ],
            "detail": [
              {
                "label": "Central Provident Fund (CPF), employer, age 55 and below",
                "value": "17%, capped at SGD 96,000 a year",
                "sourceIds": [
                  "singapore-stat-cpf-employer-rates",
                  "singapore-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "0.25%, capped at SGD 54,000 a year",
                "sourceIds": [
                  "singapore-stat-gobusiness-sdl",
                  "singapore-stat-pwc-other-taxes"
                ]
              }
            ],
            "usd": {
              "p25": 10063.2851,
              "median": 11271.7696,
              "p75": 12480.2542
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "singapore-stat-mom-annual-leave",
              "singapore-stat-datagov-holidays2026"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 7667.0172,
              "median": 9971.7318,
              "p75": 10739.97
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 3356.8808,
              "median": 3736.5698,
              "p75": 4484.8082
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4500,
              "median": 6728.16,
              "p75": 9320.4
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3514.5349,
              "median": 5254.7452,
              "p75": 7279.3048
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1352.0769,
              "median": 1515.9129,
              "p75": 1679.7489
            },
            "sourceIds": [
              "singapore-sal-morganmckinley-automation-test-analyst",
              "singapore-sal-glassdoor-senior-qa-automation",
              "singapore-stat-cpf-employer-rates",
              "singapore-stat-pwc-other-taxes",
              "singapore-stat-gobusiness-sdl"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1055.9826,
              "median": 1183.9398,
              "p75": 1311.897
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 104760.9749,
            "median": 120486.7145,
            "p75": 135408.6071
          },
          "firstYear": {
            "p25": 113539.0903,
            "median": 132852.8239,
            "p75": 151908.8305
          },
          "monthly": {
            "p25": 8730.0812,
            "median": 10040.5595,
            "p75": 11284.0506
          },
          "hourly": {
            "p25": 58.3302,
            "median": 67.0861,
            "p75": 75.3945
          }
        },
        "usd": {
          "annual": {
            "p25": 81819.1349,
            "median": 94101.0597,
            "p75": 105755.1737
          },
          "firstYear": {
            "p25": 88674.9112,
            "median": 103759.0871,
            "p75": 118641.9763
          },
          "monthly": {
            "p25": 6818.2612,
            "median": 7841.7549,
            "p75": 8812.9311
          },
          "hourly": {
            "p25": 45.5563,
            "median": 52.3948,
            "p75": 58.8837
          }
        },
        "sourceIds": [
          "singapore-sal-morganmckinley-automation-test-analyst",
          "singapore-sal-glassdoor-senior-qa-automation",
          "singapore-stat-cpf-employer-rates",
          "singapore-stat-pwc-other-taxes",
          "singapore-stat-gobusiness-sdl",
          "singapore-stat-mom-annual-leave",
          "singapore-stat-datagov-holidays2026",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 67604.9616,
              "median": 89115.6312,
              "p75": 104480.3952
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02",
              "global-out-vendor-01"
            ],
            "isDefault": false,
            "note": "USD 28 to 43 an hour, Southeast Asia (4 vendor pages, 0 surveys)",
            "usd": {
              "p25": 52800,
              "median": 69600,
              "p75": 81600
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 67604.9616,
            "median": 89115.6312,
            "p75": 104480.3952
          },
          "firstYear": {
            "p25": 67604.9616,
            "median": 89115.6312,
            "p75": 104480.3952
          },
          "monthly": {
            "p25": 5633.7468,
            "median": 7426.3026,
            "p75": 8706.6996
          },
          "hourly": {
            "p25": 35.2109,
            "median": 46.4144,
            "p75": 54.4169
          }
        },
        "usd": {
          "annual": {
            "p25": 52800,
            "median": 69600,
            "p75": 81600
          },
          "firstYear": {
            "p25": 52800,
            "median": 69600,
            "p75": 81600
          },
          "monthly": {
            "p25": 4400,
            "median": 5800,
            "p75": 6800
          },
          "hourly": {
            "p25": 27.5,
            "median": 36.25,
            "p75": 42.5
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02",
          "global-out-vendor-01"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "singapore-sal-morganmckinley-automation-test-analyst",
        "singapore-sal-glassdoor-senior-qa-automation",
        "singapore-stat-cpf-employer-rates",
        "singapore-stat-pwc-other-taxes",
        "singapore-stat-gobusiness-sdl",
        "singapore-stat-mom-annual-leave",
        "singapore-stat-datagov-holidays2026",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-out-vendor-01",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "south-africa/manual-qa-engineer/mid",
      "scopeType": "country",
      "country": "south-africa",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "ZAR",
      "fx": {
        "perUSD": 16.689541,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.002,
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-early",
          "south-africa-sal-salaryexpert-test-analyst"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1724,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 262294.01,
              "median": 327887.94,
              "p75": 426227.65
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-early",
              "south-africa-sal-salaryexpert-test-analyst"
            ],
            "note": "2 sources, spread 0%",
            "usd": {
              "p25": 15716.0709,
              "median": 19646.3126,
              "p75": 25538.6083
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5220.5093,
              "median": 5994.5177,
              "p75": 7154.9263
            },
            "sourceIds": [
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "detail": [
              {
                "label": "Unemployment Insurance Fund (UIF), employer",
                "value": "1%, capped at ZAR 212,544 a year",
                "sourceIds": [
                  "south-africa-stat-sars-uif",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "1%",
                "sourceIds": [
                  "south-africa-stat-sars-sdl",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Compensation Fund assessment (COIDA workers' compensation)",
                "value": "0.18%, capped at ZAR 668,000 a year, varies 0.18% to 3.34%",
                "sourceIds": [
                  "south-africa-stat-gazette-44409-tariffs",
                  "south-africa-stat-gazette-54577-gn3910",
                  "south-africa-stat-simplepay-coid-2026"
                ]
              }
            ],
            "usd": {
              "p25": 312.8013,
              "median": 359.1781,
              "p75": 428.7072
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "south-africa-stat-govza-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 15917.6497,
              "median": 18864.0213,
              "p75": 23409.9185
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 15737.6406,
              "median": 26231.0352,
              "p75": 42622.765
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 942.9643,
              "median": 1571.705,
              "p75": 2553.8608
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 6173.412,
              "median": 7704.9798,
              "p75": 10001.1364
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-early",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 369.8971,
              "median": 461.6652,
              "p75": 599.2457
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 305343.2216,
            "median": 386682.494,
            "p75": 509416.3962
          },
          "firstYear": {
            "p25": 338209.8005,
            "median": 437586.5165,
            "p75": 588352.2482
          },
          "monthly": {
            "p25": 25445.2685,
            "median": 32223.5412,
            "p75": 42451.3664
          },
          "hourly": {
            "p25": 177.1132,
            "median": 224.2938,
            "p75": 295.4851
          }
        },
        "usd": {
          "annual": {
            "p25": 18295.4835,
            "median": 23169.1509,
            "p75": 30523.092
          },
          "firstYear": {
            "p25": 20264.7754,
            "median": 26219.2062,
            "p75": 35252.7519
          },
          "monthly": {
            "p25": 1524.6236,
            "median": 1930.7626,
            "p75": 2543.591
          },
          "hourly": {
            "p25": 10.6122,
            "median": 13.4392,
            "p75": 17.7048
          }
        },
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-early",
          "south-africa-sal-salaryexpert-test-analyst",
          "south-africa-stat-sars-uif",
          "south-africa-stat-pwc-other-taxes",
          "south-africa-stat-sars-sdl",
          "south-africa-stat-gazette-44409-tariffs",
          "south-africa-stat-gazette-54577-gn3910",
          "south-africa-stat-simplepay-coid-2026",
          "south-africa-stat-govza-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 262294.01,
              "median": 327887.94,
              "p75": 426227.65
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-early",
              "south-africa-sal-salaryexpert-test-analyst"
            ],
            "note": "2 sources, spread 0%",
            "usd": {
              "p25": 15716.0709,
              "median": 19646.3126,
              "p75": 25538.6083
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5220.5093,
              "median": 5994.5177,
              "p75": 7154.9263
            },
            "sourceIds": [
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "detail": [
              {
                "label": "Unemployment Insurance Fund (UIF), employer",
                "value": "1%, capped at ZAR 212,544 a year",
                "sourceIds": [
                  "south-africa-stat-sars-uif",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "1%",
                "sourceIds": [
                  "south-africa-stat-sars-sdl",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Compensation Fund assessment (COIDA workers' compensation)",
                "value": "0.18%, capped at ZAR 668,000 a year, varies 0.18% to 3.34%",
                "sourceIds": [
                  "south-africa-stat-gazette-44409-tariffs",
                  "south-africa-stat-gazette-54577-gn3910",
                  "south-africa-stat-simplepay-coid-2026"
                ]
              }
            ],
            "usd": {
              "p25": 312.8013,
              "median": 359.1781,
              "p75": 428.7072
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "south-africa-stat-govza-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 99936.9715,
              "median": 129978.1453,
              "p75": 139991.8699
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 15917.6497,
              "median": 18864.0213,
              "p75": 23409.9185
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 15737.6406,
              "median": 26231.0352,
              "p75": 42622.765
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 942.9643,
              "median": 1571.705,
              "p75": 2553.8608
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 6173.412,
              "median": 7704.9798,
              "p75": 10001.1364
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-early",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 369.8971,
              "median": 461.6652,
              "p75": 599.2457
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 405280.1931,
            "median": 516660.6393,
            "p75": 649408.2661
          },
          "firstYear": {
            "p25": 438146.772,
            "median": 567564.6618,
            "p75": 728344.1181
          },
          "monthly": {
            "p25": 33773.3494,
            "median": 43055.0533,
            "p75": 54117.3555
          },
          "hourly": {
            "p25": 235.0813,
            "median": 299.6871,
            "p75": 376.6869
          }
        },
        "usd": {
          "annual": {
            "p25": 24283.4835,
            "median": 30957.1509,
            "p75": 38911.092
          },
          "firstYear": {
            "p25": 26252.7754,
            "median": 34007.2062,
            "p75": 43640.7519
          },
          "monthly": {
            "p25": 2023.6236,
            "median": 2579.7626,
            "p75": 3242.591
          },
          "hourly": {
            "p25": 14.0855,
            "median": 17.9566,
            "p75": 22.5702
          }
        },
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-early",
          "south-africa-sal-salaryexpert-test-analyst",
          "south-africa-stat-sars-uif",
          "south-africa-stat-pwc-other-taxes",
          "south-africa-stat-sars-sdl",
          "south-africa-stat-gazette-44409-tariffs",
          "south-africa-stat-gazette-54577-gn3910",
          "south-africa-stat-simplepay-coid-2026",
          "south-africa-stat-govza-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "south-africa-sal-payscale-test-analyst-early",
        "south-africa-sal-salaryexpert-test-analyst",
        "south-africa-stat-sars-uif",
        "south-africa-stat-pwc-other-taxes",
        "south-africa-stat-sars-sdl",
        "south-africa-stat-gazette-44409-tariffs",
        "south-africa-stat-gazette-54577-gn3910",
        "south-africa-stat-simplepay-coid-2026",
        "south-africa-stat-govza-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "south-africa-stat-ceosa-leave"
      ]
    },
    {
      "key": "south-africa/manual-qa-engineer/senior",
      "scopeType": "country",
      "country": "south-africa",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "ZAR",
      "fx": {
        "perUSD": 16.689541,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 3,
        "spread": 0.262,
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-mid-career",
          "south-africa-sal-salaryexpert-test-analyst",
          "south-africa-sal-indeed-senior-test-analyst"
        ]
      },
      "contributionsConfidence": "A",
      "productiveHours": 1724,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 344789.73,
              "median": 482460.65,
              "p75": 562570.27
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-mid-career",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-sal-indeed-senior-test-analyst"
            ],
            "note": "3 sources, spread 26%",
            "usd": {
              "p25": 20659.0301,
              "median": 28907.964,
              "p75": 33707.9534
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6193.9588,
              "median": 7818.4757,
              "p75": 8763.7692
            },
            "sourceIds": [
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "detail": [
              {
                "label": "Unemployment Insurance Fund (UIF), employer",
                "value": "1%, capped at ZAR 212,544 a year",
                "sourceIds": [
                  "south-africa-stat-sars-uif",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "1%",
                "sourceIds": [
                  "south-africa-stat-sars-sdl",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Compensation Fund assessment (COIDA workers' compensation)",
                "value": "0.18%, capped at ZAR 668,000 a year, varies 0.18% to 3.34%",
                "sourceIds": [
                  "south-africa-stat-gazette-44409-tariffs",
                  "south-africa-stat-gazette-54577-gn3910",
                  "south-africa-stat-simplepay-coid-2026"
                ]
              }
            ],
            "usd": {
              "p25": 371.1282,
              "median": 468.4656,
              "p75": 525.1055
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "south-africa-stat-govza-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 15917.6497,
              "median": 18864.0213,
              "p75": 23409.9185
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 20687.3838,
              "median": 38596.852,
              "p75": 56257.027
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1239.5418,
              "median": 2312.6371,
              "p75": 3370.7953
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 5399.7491,
              "median": 7542.7558,
              "p75": 8789.7544
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-mid-career",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-sal-indeed-senior-test-analyst",
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 323.5409,
              "median": 451.9451,
              "p75": 526.6624
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 392988.4714,
            "median": 555282.7548,
            "p75": 659790.7391
          },
          "firstYear": {
            "p25": 432119.1706,
            "median": 624492.1664,
            "p75": 757360.9113
          },
          "monthly": {
            "p25": 32749.0393,
            "median": 46273.5629,
            "p75": 54982.5616
          },
          "hourly": {
            "p25": 227.9515,
            "median": 322.0898,
            "p75": 382.7092
          }
        },
        "usd": {
          "annual": {
            "p25": 23546.991,
            "median": 33271.3018,
            "p75": 39533.1866
          },
          "firstYear": {
            "p25": 25891.615,
            "median": 37418.175,
            "p75": 45379.3733
          },
          "monthly": {
            "p25": 1962.2492,
            "median": 2772.6085,
            "p75": 3294.4322
          },
          "hourly": {
            "p25": 13.6583,
            "median": 19.2989,
            "p75": 22.9311
          }
        },
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-mid-career",
          "south-africa-sal-salaryexpert-test-analyst",
          "south-africa-sal-indeed-senior-test-analyst",
          "south-africa-stat-sars-uif",
          "south-africa-stat-pwc-other-taxes",
          "south-africa-stat-sars-sdl",
          "south-africa-stat-gazette-44409-tariffs",
          "south-africa-stat-gazette-54577-gn3910",
          "south-africa-stat-simplepay-coid-2026",
          "south-africa-stat-govza-holidays",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 344789.73,
              "median": 482460.65,
              "p75": 562570.27
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-mid-career",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-sal-indeed-senior-test-analyst"
            ],
            "note": "3 sources, spread 26%",
            "usd": {
              "p25": 20659.0301,
              "median": 28907.964,
              "p75": 33707.9534
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 6193.9588,
              "median": 7818.4757,
              "p75": 8763.7692
            },
            "sourceIds": [
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "detail": [
              {
                "label": "Unemployment Insurance Fund (UIF), employer",
                "value": "1%, capped at ZAR 212,544 a year",
                "sourceIds": [
                  "south-africa-stat-sars-uif",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Skills Development Levy (SDL)",
                "value": "1%",
                "sourceIds": [
                  "south-africa-stat-sars-sdl",
                  "south-africa-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Compensation Fund assessment (COIDA workers' compensation)",
                "value": "0.18%, capped at ZAR 668,000 a year, varies 0.18% to 3.34%",
                "sourceIds": [
                  "south-africa-stat-gazette-44409-tariffs",
                  "south-africa-stat-gazette-54577-gn3910",
                  "south-africa-stat-simplepay-coid-2026"
                ]
              }
            ],
            "usd": {
              "p25": 371.1282,
              "median": 468.4656,
              "p75": 525.1055
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "south-africa-stat-govza-holidays"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 99936.9715,
              "median": 129978.1453,
              "p75": 139991.8699
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 15917.6497,
              "median": 18864.0213,
              "p75": 23409.9185
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 20687.3838,
              "median": 38596.852,
              "p75": 56257.027
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 1239.5418,
              "median": 2312.6371,
              "p75": 3370.7953
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 5399.7491,
              "median": 7542.7558,
              "p75": 8789.7544
            },
            "sourceIds": [
              "south-africa-sal-payscale-test-analyst-mid-career",
              "south-africa-sal-salaryexpert-test-analyst",
              "south-africa-sal-indeed-senior-test-analyst",
              "south-africa-stat-sars-uif",
              "south-africa-stat-pwc-other-taxes",
              "south-africa-stat-sars-sdl",
              "south-africa-stat-gazette-44409-tariffs",
              "south-africa-stat-gazette-54577-gn3910",
              "south-africa-stat-simplepay-coid-2026"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 323.5409,
              "median": 451.9451,
              "p75": 526.6624
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 492925.4429,
            "median": 685260.9001,
            "p75": 799782.609
          },
          "firstYear": {
            "p25": 532056.1421,
            "median": 754470.3117,
            "p75": 897352.7812
          },
          "monthly": {
            "p25": 41077.1202,
            "median": 57105.075,
            "p75": 66648.5508
          },
          "hourly": {
            "p25": 285.9196,
            "median": 397.4831,
            "p75": 463.911
          }
        },
        "usd": {
          "annual": {
            "p25": 29534.991,
            "median": 41059.3018,
            "p75": 47921.1866
          },
          "firstYear": {
            "p25": 31879.615,
            "median": 45206.175,
            "p75": 53767.3733
          },
          "monthly": {
            "p25": 2461.2492,
            "median": 3421.6085,
            "p75": 3993.4322
          },
          "hourly": {
            "p25": 17.1317,
            "median": 23.8163,
            "p75": 27.7965
          }
        },
        "sourceIds": [
          "south-africa-sal-payscale-test-analyst-mid-career",
          "south-africa-sal-salaryexpert-test-analyst",
          "south-africa-sal-indeed-senior-test-analyst",
          "south-africa-stat-sars-uif",
          "south-africa-stat-pwc-other-taxes",
          "south-africa-stat-sars-sdl",
          "south-africa-stat-gazette-44409-tariffs",
          "south-africa-stat-gazette-54577-gn3910",
          "south-africa-stat-simplepay-coid-2026",
          "south-africa-stat-govza-holidays",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": null,
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "south-africa-sal-payscale-test-analyst-mid-career",
        "south-africa-sal-salaryexpert-test-analyst",
        "south-africa-sal-indeed-senior-test-analyst",
        "south-africa-stat-sars-uif",
        "south-africa-stat-pwc-other-taxes",
        "south-africa-stat-sars-sdl",
        "south-africa-stat-gazette-44409-tariffs",
        "south-africa-stat-gazette-54577-gn3910",
        "south-africa-stat-simplepay-coid-2026",
        "south-africa-stat-govza-holidays",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb",
        "south-africa-stat-ceosa-leave"
      ]
    },
    {
      "key": "city:chicago/manual-qa-engineer/junior",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "manual-qa-engineer",
      "level": "junior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.269,
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-junior-qa-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 56000,
              "median": 63538.5,
              "p75": 71077
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-junior-qa-engineer"
            ],
            "note": "2 sources, spread 27%",
            "usd": {
              "p25": 56000,
              "median": 63538.5,
              "p75": 71077
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5143.6,
              "median": 5830.3574,
              "p75": 6517.1147
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 5143.6,
              "median": 5830.3574,
              "p75": 6517.1147
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3360,
              "median": 5083.08,
              "p75": 7107.7
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3360,
              "median": 5083.08,
              "p75": 7107.7
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2351.6769,
              "median": 2668.033,
              "p75": 2984.389
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-junior-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2351.6769,
              "median": 2668.033,
              "p75": 2984.389
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 67809.0269,
            "median": 78250.2604,
            "p75": 89088.8737
          },
          "firstYear": {
            "p25": 76376.5423,
            "median": 89876.9298,
            "p75": 104227.0073
          },
          "monthly": {
            "p25": 5650.7522,
            "median": 6520.855,
            "p75": 7424.0728
          },
          "hourly": {
            "p25": 34.9531,
            "median": 40.3352,
            "p75": 45.9221
          }
        },
        "usd": {
          "annual": {
            "p25": 67809.0269,
            "median": 78250.2604,
            "p75": 89088.8737
          },
          "firstYear": {
            "p25": 76376.5423,
            "median": 89876.9298,
            "p75": 104227.0073
          },
          "monthly": {
            "p25": 5650.7522,
            "median": 6520.855,
            "p75": 7424.0728
          },
          "hourly": {
            "p25": 34.9531,
            "median": 40.3352,
            "p75": 45.9221
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-junior-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 56000,
              "median": 63538.5,
              "p75": 71077
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-junior-qa-engineer"
            ],
            "note": "2 sources, spread 27%",
            "usd": {
              "p25": 56000,
              "median": 63538.5,
              "p75": 71077
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 5143.6,
              "median": 5830.3574,
              "p75": 6517.1147
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 5143.6,
              "median": 5830.3574,
              "p75": 6517.1147
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 3360,
              "median": 5083.08,
              "p75": 7107.7
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 3360,
              "median": 5083.08,
              "p75": 7107.7
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2351.6769,
              "median": 2668.033,
              "p75": 2984.389
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-junior-qa-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "10 weeks at 50% productivity",
            "usd": {
              "p25": 2351.6769,
              "median": 2668.033,
              "p75": 2984.389
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 73797.0269,
            "median": 86038.2604,
            "p75": 97476.8737
          },
          "firstYear": {
            "p25": 82364.5423,
            "median": 97664.9298,
            "p75": 112615.0073
          },
          "monthly": {
            "p25": 6149.7522,
            "median": 7169.855,
            "p75": 8123.0728
          },
          "hourly": {
            "p25": 38.0397,
            "median": 44.3496,
            "p75": 50.2458
          }
        },
        "usd": {
          "annual": {
            "p25": 73797.0269,
            "median": 86038.2604,
            "p75": 97476.8737
          },
          "firstYear": {
            "p25": 82364.5423,
            "median": 97664.9298,
            "p75": 112615.0073
          },
          "monthly": {
            "p25": 6149.7522,
            "median": 7169.855,
            "p75": 8123.0728
          },
          "hourly": {
            "p25": 38.0397,
            "median": 44.3496,
            "p75": 50.2458
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-junior-qa-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 70 to 90 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "usd": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-builtin-qa-engineer",
        "chicago-sal-indeed-junior-qa-engineer",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "city:chicago/manual-qa-engineer/mid",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "manual-qa-engineer",
      "level": "mid",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.207,
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-payscale-test-qa-engineer-software-early"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 78919,
              "median": 87084.5,
              "p75": 95250
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-payscale-test-qa-engineer-software-early"
            ],
            "note": "2 sources, spread 21%",
            "usd": {
              "p25": 78919,
              "median": 87084.5,
              "p75": 95250
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7231.5209,
              "median": 7975.398,
              "p75": 8719.275
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 7231.5209,
              "median": 7975.398,
              "p75": 8719.275
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4735.14,
              "median": 6966.76,
              "p75": 9525
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4735.14,
              "median": 6966.76,
              "p75": 9525
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1988.0889,
              "median": 2193.69,
              "p75": 2399.291
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-payscale-test-qa-engineer-software-early",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1988.0889,
              "median": 2193.69,
              "p75": 2399.291
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 93827.4998,
            "median": 105350.638,
            "p75": 117296.236
          },
          "firstYear": {
            "p25": 103912.3433,
            "median": 119091.3129,
            "p75": 135182.6724
          },
          "monthly": {
            "p25": 7818.9583,
            "median": 8779.2198,
            "p75": 9774.6863
          },
          "hourly": {
            "p25": 48.3647,
            "median": 54.3045,
            "p75": 60.462
          }
        },
        "usd": {
          "annual": {
            "p25": 93827.4998,
            "median": 105350.638,
            "p75": 117296.236
          },
          "firstYear": {
            "p25": 103912.3433,
            "median": 119091.3129,
            "p75": 135182.6724
          },
          "monthly": {
            "p25": 7818.9583,
            "median": 8779.2198,
            "p75": 9774.6863
          },
          "hourly": {
            "p25": 48.3647,
            "median": 54.3045,
            "p75": 60.462
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-payscale-test-qa-engineer-software-early",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 78919,
              "median": 87084.5,
              "p75": 95250
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-payscale-test-qa-engineer-software-early"
            ],
            "note": "2 sources, spread 21%",
            "usd": {
              "p25": 78919,
              "median": 87084.5,
              "p75": 95250
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7231.5209,
              "median": 7975.398,
              "p75": 8719.275
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 7231.5209,
              "median": 7975.398,
              "p75": 8719.275
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4735.14,
              "median": 6966.76,
              "p75": 9525
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4735.14,
              "median": 6966.76,
              "p75": 9525
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1988.0889,
              "median": 2193.69,
              "p75": 2399.291
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-payscale-test-qa-engineer-software-early",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "6 weeks at 50% productivity",
            "usd": {
              "p25": 1988.0889,
              "median": 2193.69,
              "p75": 2399.291
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 99815.4998,
            "median": 113138.638,
            "p75": 125684.236
          },
          "firstYear": {
            "p25": 109900.3433,
            "median": 126879.3129,
            "p75": 143570.6724
          },
          "monthly": {
            "p25": 8317.9583,
            "median": 9428.2198,
            "p75": 10473.6863
          },
          "hourly": {
            "p25": 51.4513,
            "median": 58.3189,
            "p75": 64.7857
          }
        },
        "usd": {
          "annual": {
            "p25": 99815.4998,
            "median": 113138.638,
            "p75": 125684.236
          },
          "firstYear": {
            "p25": 109900.3433,
            "median": 126879.3129,
            "p75": 143570.6724
          },
          "monthly": {
            "p25": 8317.9583,
            "median": 9428.2198,
            "p75": 10473.6863
          },
          "hourly": {
            "p25": 51.4513,
            "median": 58.3189,
            "p75": 64.7857
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-payscale-test-qa-engineer-software-early",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 70 to 90 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "usd": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-builtin-qa-engineer",
        "chicago-sal-payscale-test-qa-engineer-software-early",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "city:chicago/manual-qa-engineer/senior",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "manual-qa-engineer",
      "level": "senior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "A",
        "n": 3,
        "spread": 0.134,
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-senior-qa-engineer",
          "chicago-sal-payscale-qa-engineer-mid-career"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 81026.74,
              "median": 98542,
              "p75": 109100
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-senior-qa-engineer",
              "chicago-sal-payscale-qa-engineer-mid-career"
            ],
            "note": "3 sources, spread 13%",
            "usd": {
              "p25": 81026.74,
              "median": 98542,
              "p75": 109100
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7423.536,
              "median": 9019.1762,
              "p75": 9981.01
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 7423.536,
              "median": 9019.1762,
              "p75": 9981.01
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4861.6044,
              "median": 7883.36,
              "p75": 10910
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4861.6044,
              "median": 7883.36,
              "p75": 10910
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1360.7735,
              "median": 1654.7873,
              "p75": 1832.0155
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-senior-qa-engineer",
              "chicago-sal-payscale-qa-engineer-mid-career",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1360.7735,
              "median": 1654.7873,
              "p75": 1832.0155
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 95626.4039,
            "median": 118229.6135,
            "p75": 133225.6955
          },
          "firstYear": {
            "p25": 104959.9707,
            "median": 132536.8345,
            "p75": 152338.7188
          },
          "monthly": {
            "p25": 7968.867,
            "median": 9852.4678,
            "p75": 11102.1413
          },
          "hourly": {
            "p25": 49.292,
            "median": 60.9431,
            "p75": 68.673
          }
        },
        "usd": {
          "annual": {
            "p25": 95626.4039,
            "median": 118229.6135,
            "p75": 133225.6955
          },
          "firstYear": {
            "p25": 104959.9707,
            "median": 132536.8345,
            "p75": 152338.7188
          },
          "monthly": {
            "p25": 7968.867,
            "median": 9852.4678,
            "p75": 11102.1413
          },
          "hourly": {
            "p25": 49.292,
            "median": 60.9431,
            "p75": 68.673
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-senior-qa-engineer",
          "chicago-sal-payscale-qa-engineer-mid-career",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 81026.74,
              "median": 98542,
              "p75": 109100
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-senior-qa-engineer",
              "chicago-sal-payscale-qa-engineer-mid-career"
            ],
            "note": "3 sources, spread 13%",
            "usd": {
              "p25": 81026.74,
              "median": 98542,
              "p75": 109100
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 7423.536,
              "median": 9019.1762,
              "p75": 9981.01
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 7423.536,
              "median": 9019.1762,
              "p75": 9981.01
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 4861.6044,
              "median": 7883.36,
              "p75": 10910
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 4861.6044,
              "median": 7883.36,
              "p75": 10910
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1360.7735,
              "median": 1654.7873,
              "p75": 1832.0155
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-engineer",
              "chicago-sal-indeed-senior-qa-engineer",
              "chicago-sal-payscale-qa-engineer-mid-career",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1360.7735,
              "median": 1654.7873,
              "p75": 1832.0155
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 101614.4039,
            "median": 126017.6135,
            "p75": 141613.6955
          },
          "firstYear": {
            "p25": 110947.9707,
            "median": 140324.8345,
            "p75": 160726.7188
          },
          "monthly": {
            "p25": 8467.867,
            "median": 10501.4678,
            "p75": 11801.1413
          },
          "hourly": {
            "p25": 52.3786,
            "median": 64.9575,
            "p75": 72.9968
          }
        },
        "usd": {
          "annual": {
            "p25": 101614.4039,
            "median": 126017.6135,
            "p75": 141613.6955
          },
          "firstYear": {
            "p25": 110947.9707,
            "median": 140324.8345,
            "p75": 160726.7188
          },
          "monthly": {
            "p25": 8467.867,
            "median": 10501.4678,
            "p75": 11801.1413
          },
          "hourly": {
            "p25": 52.3786,
            "median": 64.9575,
            "p75": 72.9968
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-engineer",
          "chicago-sal-indeed-senior-qa-engineer",
          "chicago-sal-payscale-qa-engineer-mid-career",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 70 to 90 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 134400,
              "median": 153600,
              "p75": 172800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "usd": {
          "annual": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "firstYear": {
            "p25": 134400,
            "median": 153600,
            "p75": 172800
          },
          "monthly": {
            "p25": 11200,
            "median": 12800,
            "p75": 14400
          },
          "hourly": {
            "p25": 70,
            "median": 80,
            "p75": 90
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-builtin-qa-engineer",
        "chicago-sal-indeed-senior-qa-engineer",
        "chicago-sal-payscale-qa-engineer-mid-career",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "city:chicago/test-automation-engineer/senior",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "test-automation-engineer",
      "level": "senior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.134,
        "sourceIds": [
          "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
          "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 109850,
              "median": 128907.5,
              "p75": 153050
            },
            "sourceIds": [
              "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
              "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer"
            ],
            "note": "2 sources, spread 13%",
            "usd": {
              "p25": 109850,
              "median": 128907.5,
              "p75": 153050
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 10049.335,
              "median": 11785.4732,
              "p75": 13984.855
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 10049.335,
              "median": 11785.4732,
              "p75": 13984.855
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 6591,
              "median": 10312.6,
              "p75": 15305
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6591,
              "median": 10312.6,
              "p75": 15305
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1844.6052,
              "median": 2164.5073,
              "p75": 2569.767
            },
            "sourceIds": [
              "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
              "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1844.6052,
              "median": 2164.5073,
              "p75": 2569.767
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 130956.6902,
            "median": 156088.3705,
            "p75": 188412.292
          },
          "firstYear": {
            "p25": 143610.0979,
            "median": 174804.0314,
            "p75": 215224.4425
          },
          "monthly": {
            "p25": 10913.0575,
            "median": 13007.3642,
            "p75": 15701.0243
          },
          "hourly": {
            "p25": 67.5034,
            "median": 80.4579,
            "p75": 97.1197
          }
        },
        "usd": {
          "annual": {
            "p25": 130956.6902,
            "median": 156088.3705,
            "p75": 188412.292
          },
          "firstYear": {
            "p25": 143610.0979,
            "median": 174804.0314,
            "p75": 215224.4425
          },
          "monthly": {
            "p25": 10913.0575,
            "median": 13007.3642,
            "p75": 15701.0243
          },
          "hourly": {
            "p25": 67.5034,
            "median": 80.4579,
            "p75": 97.1197
          }
        },
        "sourceIds": [
          "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
          "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 109850,
              "median": 128907.5,
              "p75": 153050
            },
            "sourceIds": [
              "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
              "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer"
            ],
            "note": "2 sources, spread 13%",
            "usd": {
              "p25": 109850,
              "median": 128907.5,
              "p75": 153050
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 10049.335,
              "median": 11785.4732,
              "p75": 13984.855
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 10049.335,
              "median": 11785.4732,
              "p75": 13984.855
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 6591,
              "median": 10312.6,
              "p75": 15305
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6591,
              "median": 10312.6,
              "p75": 15305
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1844.6052,
              "median": 2164.5073,
              "p75": 2569.767
            },
            "sourceIds": [
              "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
              "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1844.6052,
              "median": 2164.5073,
              "p75": 2569.767
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 136944.6902,
            "median": 163876.3705,
            "p75": 196800.292
          },
          "firstYear": {
            "p25": 149598.0979,
            "median": 182592.0314,
            "p75": 223612.4425
          },
          "monthly": {
            "p25": 11412.0575,
            "median": 13656.3642,
            "p75": 16400.0243
          },
          "hourly": {
            "p25": 70.59,
            "median": 84.4724,
            "p75": 101.4434
          }
        },
        "usd": {
          "annual": {
            "p25": 136944.6902,
            "median": 163876.3705,
            "p75": 196800.292
          },
          "firstYear": {
            "p25": 149598.0979,
            "median": 182592.0314,
            "p75": 223612.4425
          },
          "monthly": {
            "p25": 11412.0575,
            "median": 13656.3642,
            "p75": 16400.0243
          },
          "hourly": {
            "p25": 70.59,
            "median": 84.4724,
            "p75": 101.4434
          }
        },
        "sourceIds": [
          "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
          "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 192000,
              "median": 211200,
              "p75": 230400
            },
            "sourceIds": [
              "global-out-vendor-09",
              "global-out-vendor-05",
              "global-out-vendor-02"
            ],
            "isDefault": false,
            "note": "USD 100 to 120 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 192000,
              "median": 211200,
              "p75": 230400
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 16000,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 100,
            "median": 110,
            "p75": 120
          }
        },
        "usd": {
          "annual": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "firstYear": {
            "p25": 192000,
            "median": 211200,
            "p75": 230400
          },
          "monthly": {
            "p25": 16000,
            "median": 17600,
            "p75": 19200
          },
          "hourly": {
            "p25": 100,
            "median": 110,
            "p75": 120
          }
        },
        "sourceIds": [
          "global-out-vendor-09",
          "global-out-vendor-05",
          "global-out-vendor-02"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-ziprecruiter-senior-qa-automation-engineer",
        "chicago-sal-glassdoor-senior-qtp-software-qa-automation-engineer",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-09",
        "global-out-vendor-05",
        "global-out-vendor-02",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "city:chicago/sdet/senior",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "sdet",
      "level": "senior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.217,
        "sourceIds": [
          "chicago-sal-glassdoor-senior-sdet",
          "chicago-sal-ziprecruiter-senior-sdet"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 123949,
              "median": 143583.5,
              "p75": 167523
            },
            "sourceIds": [
              "chicago-sal-glassdoor-senior-sdet",
              "chicago-sal-ziprecruiter-senior-sdet"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 123949,
              "median": 143583.5,
              "p75": 167523
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 11333.7539,
              "median": 13122.4568,
              "p75": 15303.3453
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 11333.7539,
              "median": 13122.4568,
              "p75": 15303.3453
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 7436.94,
              "median": 11486.68,
              "p75": 16752.3
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 7436.94,
              "median": 11486.68,
              "p75": 16752.3
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2081.2731,
              "median": 2410.8609,
              "p75": 2812.713
            },
            "sourceIds": [
              "chicago-sal-glassdoor-senior-sdet",
              "chicago-sal-ziprecruiter-senior-sdet",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 2081.2731,
              "median": 2410.8609,
              "p75": 2812.713
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 147422.717,
            "median": 173521.7877,
            "p75": 205894.0283
          },
          "firstYear": {
            "p25": 161700.0367,
            "median": 194368.099,
            "p75": 235241.5478
          },
          "monthly": {
            "p25": 12285.2264,
            "median": 14460.149,
            "p75": 17157.8357
          },
          "hourly": {
            "p25": 75.9911,
            "median": 89.4442,
            "p75": 106.1309
          }
        },
        "usd": {
          "annual": {
            "p25": 147422.717,
            "median": 173521.7877,
            "p75": 205894.0283
          },
          "firstYear": {
            "p25": 161700.0367,
            "median": 194368.099,
            "p75": 235241.5478
          },
          "monthly": {
            "p25": 12285.2264,
            "median": 14460.149,
            "p75": 17157.8357
          },
          "hourly": {
            "p25": 75.9911,
            "median": 89.4442,
            "p75": 106.1309
          }
        },
        "sourceIds": [
          "chicago-sal-glassdoor-senior-sdet",
          "chicago-sal-ziprecruiter-senior-sdet",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 123949,
              "median": 143583.5,
              "p75": 167523
            },
            "sourceIds": [
              "chicago-sal-glassdoor-senior-sdet",
              "chicago-sal-ziprecruiter-senior-sdet"
            ],
            "note": "2 sources, spread 22%",
            "usd": {
              "p25": 123949,
              "median": 143583.5,
              "p75": 167523
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 11333.7539,
              "median": 13122.4568,
              "p75": 15303.3453
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 11333.7539,
              "median": 13122.4568,
              "p75": 15303.3453
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear",
              "global-eq-vendor-01",
              "global-eq-vendor-03",
              "global-eq-vendor-04"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              },
              {
                "label": "Cloud browser and device grid for automated tests (1 parallel)",
                "value": "USD 1,788 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-01",
                  "global-eq-vendor-03",
                  "global-eq-vendor-04"
                ]
              }
            ],
            "usd": {
              "p25": 2621.75,
              "median": 2918.29,
              "p75": 3502.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 7436.94,
              "median": 11486.68,
              "p75": 16752.3
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 7436.94,
              "median": 11486.68,
              "p75": 16752.3
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 2081.2731,
              "median": 2410.8609,
              "p75": 2812.713
            },
            "sourceIds": [
              "chicago-sal-glassdoor-senior-sdet",
              "chicago-sal-ziprecruiter-senior-sdet",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 2081.2731,
              "median": 2410.8609,
              "p75": 2812.713
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 153410.717,
            "median": 181309.7877,
            "p75": 214282.0283
          },
          "firstYear": {
            "p25": 167688.0367,
            "median": 202156.099,
            "p75": 243629.5478
          },
          "monthly": {
            "p25": 12784.2264,
            "median": 15109.149,
            "p75": 17856.8357
          },
          "hourly": {
            "p25": 79.0777,
            "median": 93.4587,
            "p75": 110.4547
          }
        },
        "usd": {
          "annual": {
            "p25": 153410.717,
            "median": 181309.7877,
            "p75": 214282.0283
          },
          "firstYear": {
            "p25": 167688.0367,
            "median": 202156.099,
            "p75": 243629.5478
          },
          "monthly": {
            "p25": 12784.2264,
            "median": 15109.149,
            "p75": 17856.8357
          },
          "hourly": {
            "p25": 79.0777,
            "median": 93.4587,
            "p75": 110.4547
          }
        },
        "sourceIds": [
          "chicago-sal-glassdoor-senior-sdet",
          "chicago-sal-ziprecruiter-senior-sdet",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-eq-vendor-01",
          "global-eq-vendor-03",
          "global-eq-vendor-04",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 153600,
              "median": 206400,
              "p75": 268800
            },
            "sourceIds": [
              "global-out-vendor-03",
              "global-out-vendor-05",
              "global-out-vendor-06",
              "global-out-softwaretestpilot",
              "global-out-vendor-09"
            ],
            "isDefault": false,
            "note": "USD 80 to 140 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 153600,
              "median": 206400,
              "p75": 268800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "firstYear": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "monthly": {
            "p25": 12800,
            "median": 17200,
            "p75": 22400
          },
          "hourly": {
            "p25": 80,
            "median": 107.5,
            "p75": 140
          }
        },
        "usd": {
          "annual": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "firstYear": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "monthly": {
            "p25": 12800,
            "median": 17200,
            "p75": 22400
          },
          "hourly": {
            "p25": 80,
            "median": 107.5,
            "p75": 140
          }
        },
        "sourceIds": [
          "global-out-vendor-03",
          "global-out-vendor-05",
          "global-out-vendor-06",
          "global-out-softwaretestpilot",
          "global-out-vendor-09"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-glassdoor-senior-sdet",
        "chicago-sal-ziprecruiter-senior-sdet",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-eq-vendor-01",
        "global-eq-vendor-03",
        "global-eq-vendor-04",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-03",
        "global-out-vendor-05",
        "global-out-vendor-06",
        "global-out-softwaretestpilot",
        "global-out-vendor-09",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    },
    {
      "key": "city:chicago/qa-lead/senior",
      "scopeType": "city",
      "country": "united-states",
      "city": "chicago",
      "role": "qa-lead",
      "level": "senior",
      "currency": "USD",
      "fx": {
        "perUSD": 1,
        "date": "2026-10-07",
        "sourceId": "global-fx-ecb"
      },
      "formulaVersion": "1.0",
      "datasetVersion": "1.0",
      "computedOn": "2026-10-17",
      "confidence": "B",
      "salary": {
        "confidence": "B",
        "n": 2,
        "spread": 0.105,
        "sourceIds": [
          "chicago-sal-builtin-qa-manager",
          "chicago-sal-indeed-senior-test-lead"
        ]
      },
      "contributionsConfidence": "B",
      "productiveHours": 1940,
      "employee": {
        "model": "employee",
        "label": "Full-time employee",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 113000,
              "median": 118941,
              "p75": 124882
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-manager",
              "chicago-sal-indeed-senior-test-lead"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 113000,
              "median": 118941,
              "p75": 124882
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 10336.3,
              "median": 10877.5251,
              "p75": 11418.7502
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 10336.3,
              "median": 10877.5251,
              "p75": 11418.7502
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "voluntary_benefits",
            "label": "Voluntary benefits",
            "group": "benefits",
            "local": null,
            "sourceIds": [],
            "excluded": "fewer than two sources for this country; the total leaves it out",
            "usd": null
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 6780,
              "median": 9515.28,
              "p75": 12488.2
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6780,
              "median": 9515.28,
              "p75": 12488.2
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1897.4815,
              "median": 1997.2081,
              "p75": 2096.9346
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-manager",
              "chicago-sal-indeed-senior-test-lead",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1897.4815,
              "median": 1997.2081,
              "p75": 2096.9346
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 132967.5315,
            "median": 142461.3032,
            "p75": 152288.5548
          },
          "firstYear": {
            "p25": 145983.7538,
            "median": 159730.0353,
            "p75": 174166.2567
          },
          "monthly": {
            "p25": 11080.6276,
            "median": 11871.7753,
            "p75": 12690.7129
          },
          "hourly": {
            "p25": 68.54,
            "median": 73.4337,
            "p75": 78.4993
          }
        },
        "usd": {
          "annual": {
            "p25": 132967.5315,
            "median": 142461.3032,
            "p75": 152288.5548
          },
          "firstYear": {
            "p25": 145983.7538,
            "median": 159730.0353,
            "p75": 174166.2567
          },
          "monthly": {
            "p25": 11080.6276,
            "median": 11871.7753,
            "p75": 12690.7129
          },
          "hourly": {
            "p25": 68.54,
            "median": 73.4337,
            "p75": 78.4993
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-manager",
          "chicago-sal-indeed-senior-test-lead",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "equipment and tooling",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits (not estimated)",
          "office space",
          "management time",
          "bonuses and equity"
        ]
      },
      "contractor": null,
      "eor": {
        "model": "eor",
        "label": "Employer of record (EOR)",
        "lines": [
          {
            "id": "base_salary",
            "label": "Base salary",
            "group": "salary",
            "local": {
              "p25": 113000,
              "median": 118941,
              "p75": 124882
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-manager",
              "chicago-sal-indeed-senior-test-lead"
            ],
            "note": "2 sources, spread 11%",
            "usd": {
              "p25": 113000,
              "median": 118941,
              "p75": 124882
            }
          },
          {
            "id": "employer_contributions",
            "label": "Employer contributions",
            "group": "contributions",
            "local": {
              "p25": 10336.3,
              "median": 10877.5251,
              "p75": 11418.7502
            },
            "sourceIds": [
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "detail": [
              {
                "label": "Social Security (OASDI), employer share",
                "value": "6.2%, capped at USD 184,500 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Medicare (HI), employer share",
                "value": "1.45%",
                "sourceIds": [
                  "united-states-stat-irs-tc751",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "Federal unemployment tax (FUTA), net of state credit",
                "value": "0.6%, capped at USD 7,000 a year",
                "sourceIds": [
                  "united-states-stat-irs-tc759",
                  "united-states-stat-pwc-other-taxes"
                ]
              },
              {
                "label": "State unemployment insurance (SUI), employer",
                "value": "0.37%",
                "sourceIds": [
                  "united-states-stat-dol-datasum-2026q2"
                ]
              },
              {
                "label": "Workers' compensation insurance premium",
                "value": "1.09%, varies 0.5% to 2.52%",
                "sourceIds": [
                  "united-states-stat-oregon-dcbs-wc-2024"
                ]
              }
            ],
            "usd": {
              "p25": 10336.3,
              "median": 10877.5251,
              "p75": 11418.7502
            }
          },
          {
            "id": "mandatory_benefits",
            "label": "Mandatory benefits",
            "group": "benefits",
            "local": {
              "p25": 0,
              "median": 0,
              "p75": 0
            },
            "sourceIds": [
              "united-states-stat-dol-vacation"
            ],
            "note": "None in statute: the statutory sources list no payment beyond 12 monthly salaries; paid leave is counted in productive hours",
            "usd": {
              "p25": 0,
              "median": 0,
              "p75": 0
            }
          },
          {
            "id": "eor_fee",
            "label": "Employer of record fee",
            "group": "fee",
            "local": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            },
            "sourceIds": [
              "global-ctr-deel-pricing",
              "global-ctr-remote-pricing",
              "global-ctr-oyster-pricing",
              "global-ctr-multiplier-pricing"
            ],
            "usd": {
              "p25": 5988,
              "median": 7788,
              "p75": 8388
            }
          },
          {
            "id": "equipment_and_tooling",
            "label": "Equipment and tooling",
            "group": "overhead",
            "local": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            },
            "sourceIds": [
              "global-eq-apple-macbook-air",
              "global-eq-apple-macbook-pro",
              "global-eq-dell-laptops",
              "global-eq-vendor-05",
              "global-eq-vendor-02",
              "global-eq-atlassian-jira",
              "global-eq-linear"
            ],
            "isDefault": false,
            "detail": [
              {
                "label": "Business laptop, amortised over 3 years",
                "value": "USD 585 a year (median)",
                "sourceIds": [
                  "global-eq-apple-macbook-air",
                  "global-eq-apple-macbook-pro",
                  "global-eq-dell-laptops"
                ]
              },
              {
                "label": "Test management licence",
                "value": "USD 438 a year (median)",
                "sourceIds": [
                  "global-eq-vendor-05",
                  "global-eq-vendor-02"
                ]
              },
              {
                "label": "Issue tracker licence",
                "value": "USD 107 a year (median)",
                "sourceIds": [
                  "global-eq-atlassian-jira",
                  "global-eq-linear"
                ]
              }
            ],
            "usd": {
              "p25": 953.75,
              "median": 1130.29,
              "p75": 1402.67
            }
          },
          {
            "id": "recruiting_cost_amortised",
            "label": "Recruiting, amortised over 2.5 years",
            "group": "recruiting",
            "local": {
              "p25": 6780,
              "median": 9515.28,
              "p75": 12488.2
            },
            "sourceIds": [
              "global-rec-manatal-fees",
              "global-rec-apollotechnical-fees",
              "global-rec-herohunt-ai-engineer"
            ],
            "note": "Agency fee 15% to 25% of base salary",
            "usd": {
              "p25": 6780,
              "median": 9515.28,
              "p75": 12488.2
            }
          },
          {
            "id": "onboarding_ramp_amortised",
            "label": "Onboarding ramp, amortised over 2.5 years",
            "group": "ramp",
            "local": {
              "p25": 1897.4815,
              "median": 1997.2081,
              "p75": 2096.9346
            },
            "sourceIds": [
              "chicago-sal-builtin-qa-manager",
              "chicago-sal-indeed-senior-test-lead",
              "united-states-stat-irs-tc751",
              "united-states-stat-pwc-other-taxes",
              "united-states-stat-irs-tc759",
              "united-states-stat-dol-datasum-2026q2",
              "united-states-stat-oregon-dcbs-wc-2024"
            ],
            "isDefault": true,
            "note": "4 weeks at 50% productivity",
            "usd": {
              "p25": 1897.4815,
              "median": 1997.2081,
              "p75": 2096.9346
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 138955.5315,
            "median": 150249.3032,
            "p75": 160676.5548
          },
          "firstYear": {
            "p25": 151971.7538,
            "median": 167518.0353,
            "p75": 182554.2567
          },
          "monthly": {
            "p25": 11579.6276,
            "median": 12520.7753,
            "p75": 13389.7129
          },
          "hourly": {
            "p25": 71.6266,
            "median": 77.4481,
            "p75": 82.823
          }
        },
        "usd": {
          "annual": {
            "p25": 138955.5315,
            "median": 150249.3032,
            "p75": 160676.5548
          },
          "firstYear": {
            "p25": 151971.7538,
            "median": 167518.0353,
            "p75": 182554.2567
          },
          "monthly": {
            "p25": 11579.6276,
            "median": 12520.7753,
            "p75": 13389.7129
          },
          "hourly": {
            "p25": 71.6266,
            "median": 77.4481,
            "p75": 82.823
          }
        },
        "sourceIds": [
          "chicago-sal-builtin-qa-manager",
          "chicago-sal-indeed-senior-test-lead",
          "united-states-stat-irs-tc751",
          "united-states-stat-pwc-other-taxes",
          "united-states-stat-irs-tc759",
          "united-states-stat-dol-datasum-2026q2",
          "united-states-stat-oregon-dcbs-wc-2024",
          "united-states-stat-dol-vacation",
          "global-ctr-deel-pricing",
          "global-ctr-remote-pricing",
          "global-ctr-oyster-pricing",
          "global-ctr-multiplier-pricing",
          "global-eq-apple-macbook-air",
          "global-eq-apple-macbook-pro",
          "global-eq-dell-laptops",
          "global-eq-vendor-05",
          "global-eq-vendor-02",
          "global-eq-atlassian-jira",
          "global-eq-linear",
          "global-rec-manatal-fees",
          "global-rec-apollotechnical-fees",
          "global-rec-herohunt-ai-engineer"
        ],
        "notes": [
          "Salary, contributions and mandatory benefits pass through the EOR at statutory rates."
        ],
        "included": [
          "base salary",
          "employer contributions",
          "mandatory benefits",
          "EOR fee",
          "equipment",
          "recruiting",
          "onboarding ramp"
        ],
        "notIncluded": [
          "voluntary benefits",
          "office space"
        ]
      },
      "outsourced": {
        "model": "outsourced",
        "label": "Outsourced through a QA vendor",
        "lines": [
          {
            "id": "vendor_rate",
            "label": "Vendor rate x 160 hours a month x 12",
            "group": "rate",
            "local": {
              "p25": 153600,
              "median": 206400,
              "p75": 268800
            },
            "sourceIds": [
              "global-out-vendor-03",
              "global-out-vendor-05",
              "global-out-vendor-06",
              "global-out-softwaretestpilot",
              "global-out-vendor-09"
            ],
            "isDefault": false,
            "note": "USD 80 to 140 an hour, North America (3 vendor pages, 0 surveys)",
            "usd": {
              "p25": 153600,
              "median": 206400,
              "p75": 268800
            }
          }
        ],
        "local": {
          "annual": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "firstYear": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "monthly": {
            "p25": 12800,
            "median": 17200,
            "p75": 22400
          },
          "hourly": {
            "p25": 80,
            "median": 107.5,
            "p75": 140
          }
        },
        "usd": {
          "annual": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "firstYear": {
            "p25": 153600,
            "median": 206400,
            "p75": 268800
          },
          "monthly": {
            "p25": 12800,
            "median": 17200,
            "p75": 22400
          },
          "hourly": {
            "p25": 80,
            "median": 107.5,
            "p75": 140
          }
        },
        "sourceIds": [
          "global-out-vendor-03",
          "global-out-vendor-05",
          "global-out-vendor-06",
          "global-out-softwaretestpilot",
          "global-out-vendor-09"
        ],
        "notes": [],
        "included": [
          "vendor hourly rate for billed hours"
        ],
        "notIncluded": [
          "recruiting",
          "onboarding ramp",
          "equipment",
          "your own management time"
        ]
      },
      "timeToHireDays": {
        "p25": 34,
        "median": 38,
        "p75": 44,
        "sourceIds": [
          "global-rec-ashby-emea",
          "global-rec-gem-2025",
          "global-rec-manatal-genius-tth"
        ]
      },
      "excluded": [
        "voluntary_benefits"
      ],
      "sourceIds": [
        "chicago-sal-builtin-qa-manager",
        "chicago-sal-indeed-senior-test-lead",
        "united-states-stat-irs-tc751",
        "united-states-stat-pwc-other-taxes",
        "united-states-stat-irs-tc759",
        "united-states-stat-dol-datasum-2026q2",
        "united-states-stat-oregon-dcbs-wc-2024",
        "united-states-stat-dol-vacation",
        "global-eq-apple-macbook-air",
        "global-eq-apple-macbook-pro",
        "global-eq-dell-laptops",
        "global-eq-vendor-05",
        "global-eq-vendor-02",
        "global-eq-atlassian-jira",
        "global-eq-linear",
        "global-rec-manatal-fees",
        "global-rec-apollotechnical-fees",
        "global-rec-herohunt-ai-engineer",
        "global-ctr-deel-pricing",
        "global-ctr-remote-pricing",
        "global-ctr-oyster-pricing",
        "global-ctr-multiplier-pricing",
        "global-out-vendor-03",
        "global-out-vendor-05",
        "global-out-vendor-06",
        "global-out-softwaretestpilot",
        "global-out-vendor-09",
        "global-rec-ashby-emea",
        "global-rec-gem-2025",
        "global-rec-manatal-genius-tth",
        "global-fx-ecb"
      ]
    }
  ]
}
