{
  "run_id": "f17c58e0-8f6f-4d31-a4af-22a282b6711d",
  "computed_at": "2026-09-10T03:00:00.253767+00:00",
  "count": 25,
  "methodology": "Aggregated from public job postings on Connecting Odds. Observations are deduplicated, currency-normalised and quality-scored; only groups with at least 5 distinct observations in a published benchmark run are shown. Figures are market ranges, not offers from a specific employer.",
  "results": [
    {
      "role": "Healthcare",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 417,
      "p25": 84812,
      "p50": 200000,
      "p75": 200000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Sales",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 292,
      "p25": 37206,
      "p50": 71500.8,
      "p75": 118000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 278,
      "p25": 90948.125,
      "p50": 121667.75,
      "p75": 160937.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Operations",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 227,
      "p25": 37440,
      "p50": 50700,
      "p75": 77315,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "senior",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 188,
      "p25": 91140,
      "p50": 131950,
      "p75": 167119.75,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Sales",
      "level": "unknown",
      "geo_scope": "country",
      "location": "United States",
      "city": null,
      "state": null,
      "country": "US",
      "currency": "USD",
      "sample_size": 125,
      "p25": 88000,
      "p50": 121975,
      "p75": 173500,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — country (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "country",
      "location": "United States",
      "city": null,
      "state": null,
      "country": "US",
      "currency": "USD",
      "sample_size": 124,
      "p25": 107102.5,
      "p50": 125000,
      "p75": 143937.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — country (deduplicated, quality-scored)"
    },
    {
      "role": "Sales",
      "level": "manager",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 120,
      "p25": 67145.88875,
      "p50": 101250,
      "p75": 171965.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Operations",
      "level": "manager",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 117,
      "p25": 69200,
      "p50": 106600,
      "p75": 149310,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "senior",
      "geo_scope": "country",
      "location": "United States",
      "city": null,
      "state": null,
      "country": "US",
      "currency": "USD",
      "sample_size": 79,
      "p25": 135025,
      "p50": 157000,
      "p75": 190250,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — country (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "city",
      "location": "El Segundo, CA",
      "city": "El Segundo",
      "state": "CA",
      "country": "US",
      "currency": "USD",
      "sample_size": 74,
      "p25": 115000,
      "p50": 124307,
      "p75": 150000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "city",
      "location": "San Francisco, CA",
      "city": "San Francisco",
      "state": "CA",
      "country": "US",
      "currency": "USD",
      "sample_size": 74,
      "p25": 133000,
      "p50": 171995.5,
      "p75": 200000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Healthcare",
      "level": "unknown",
      "geo_scope": "country",
      "location": "United States",
      "city": null,
      "state": null,
      "country": "US",
      "currency": "USD",
      "sample_size": 69,
      "p25": 78000,
      "p50": 125000,
      "p75": 186000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — country (deduplicated, quality-scored)"
    },
    {
      "role": "Sales",
      "level": "senior",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 68,
      "p25": 104687.5,
      "p50": 153750,
      "p75": 204437.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Customer Support",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 68,
      "p25": 37964.1925,
      "p50": 48360,
      "p75": 63350.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Consulting",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 65,
      "p25": 50232,
      "p50": 74006.4,
      "p75": 105000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "city",
      "location": "Cupertino, CA",
      "city": "Cupertino",
      "state": "CA",
      "country": "US",
      "currency": "USD",
      "sample_size": 62,
      "p25": 142500,
      "p50": 150400,
      "p75": 182275,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "senior",
      "geo_scope": "city",
      "location": "San Francisco, CA",
      "city": "San Francisco",
      "state": "CA",
      "country": "US",
      "currency": "USD",
      "sample_size": 61,
      "p25": 182500,
      "p50": 194700,
      "p75": 230000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "city",
      "location": "Austin, TX",
      "city": "Austin",
      "state": "TX",
      "country": "US",
      "currency": "USD",
      "sample_size": 60,
      "p25": 142225,
      "p50": 150400,
      "p75": 184700,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Product Manager",
      "level": "manager",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 60,
      "p25": 102931.875,
      "p50": 140800,
      "p75": 160000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Security Engineer",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 56,
      "p25": 43633.2,
      "p50": 75230,
      "p75": 144180,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Finance / Accounting",
      "level": "unknown",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 55,
      "p25": 60500,
      "p50": 88500,
      "p75": 130368.5,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "unknown",
      "geo_scope": "city",
      "location": "New York, NY",
      "city": "New York",
      "state": "NY",
      "country": "US",
      "currency": "USD",
      "sample_size": 50,
      "p25": 118250,
      "p50": 167500,
      "p75": 197125,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    },
    {
      "role": "Healthcare",
      "level": "manager",
      "geo_scope": "national",
      "location": null,
      "city": null,
      "state": null,
      "country": null,
      "currency": "USD",
      "sample_size": 50,
      "p25": 72627,
      "p50": 154440,
      "p75": 197000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — national (deduplicated, quality-scored)"
    },
    {
      "role": "Software Engineer",
      "level": "senior",
      "geo_scope": "city",
      "location": "El Segundo, CA",
      "city": "El Segundo",
      "state": "CA",
      "country": "US",
      "currency": "USD",
      "sample_size": 49,
      "p25": 159823.5,
      "p50": 192500,
      "p75": 225000,
      "computed_at": "2026-09-10T03:00:00.253767+00:00",
      "provenance": "Verified market data — city (deduplicated, quality-scored)"
    }
  ]
}