{
  "unit": "profiles",
  "snapshot": "2026-09-23",
  "query": "queries/staff.json",
  "note": "People with a current job at the largest AI companies of each cohort, by earlier employer. set all joins every kept company; set without-labeling leaves out the data-labeling marketplaces (queries/staff.json). Rows overlap and are not added. Counts are profiles visible through the Metix AI Platform, never a headcount. class without-labeling google: withheld, it differs from the all set by 5 class without-labeling deepmind: withheld, it differs from the all set by 1 class without-labeling meta: withheld, it differs from the all set by 2 class without-labeling microsoft: withheld, it differs from the all set by 4 class without-labeling apple: withheld, it differs from the all set by 2 class without-labeling nvidia: withheld, it differs from the all set by 1 class without-labeling stripe: withheld, it differs from the all set by 1 class without-labeling uber: withheld, it differs from the all set by 3 class without-labeling databricks: withheld, it differs from the all set by 1 class without-labeling frontier-lab: withheld, it differs from the all set by 1 baseline all frontier-lab: withheld, it differs from its shown members by 8 baseline without-labeling stripe: withheld, it differs from the all set by 9 baseline without-labeling databricks: withheld, it differs from the all set by 6",
  "id_check": [
    {
      "cohort": "class",
      "id_sample_count": 158,
      "id_pass_count": 157,
      "id_pass_share": 0.9937
    },
    {
      "cohort": "baseline",
      "id_sample_count": 189,
      "id_pass_count": 178,
      "id_pass_share": 0.9418
    }
  ],
  "rows": [
    {
      "cohort": "class",
      "set": "all",
      "group": "google",
      "kind": "employer",
      "count": 237,
      "share": 0.0242
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "deepmind",
      "kind": "employer",
      "count": 22,
      "share": 0.0022
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "meta",
      "kind": "employer",
      "count": 137,
      "share": 0.014
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "openai",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "anthropic",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "microsoft",
      "kind": "employer",
      "count": 154,
      "share": 0.0157
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "amazon",
      "kind": "employer",
      "count": 225,
      "share": 0.023
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "apple",
      "kind": "employer",
      "count": 63,
      "share": 0.0064
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "nvidia",
      "kind": "employer",
      "count": 35,
      "share": 0.0036
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "stripe",
      "kind": "employer",
      "count": 18,
      "share": 0.0018
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "uber",
      "kind": "employer",
      "count": 35,
      "share": 0.0036
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "airbnb",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "salesforce",
      "kind": "employer",
      "count": 48,
      "share": 0.0049
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "palantir",
      "kind": "employer",
      "count": 18,
      "share": 0.0018
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "databricks",
      "kind": "employer",
      "count": 14,
      "share": 0.0014
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "scale-ai",
      "kind": "employer",
      "count": 28,
      "share": 0.0029
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "big-tech",
      "kind": "rollup",
      "count": 747,
      "share": 0.0763
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "frontier-lab",
      "kind": "rollup",
      "count": 34,
      "share": 0.0035
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "founder-title",
      "kind": "current-title",
      "count": 288,
      "share": 0.0294
    },
    {
      "cohort": "class",
      "set": "all",
      "group": "total",
      "kind": "total",
      "count": 9792
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "google",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "deepmind",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "meta",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "openai",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "anthropic",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "microsoft",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "amazon",
      "kind": "employer",
      "count": 212,
      "share": 0.0237
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "apple",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "nvidia",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "stripe",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "uber",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "airbnb",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "salesforce",
      "kind": "employer",
      "count": 48,
      "share": 0.0054
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "palantir",
      "kind": "employer",
      "count": 18,
      "share": 0.002
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "databricks",
      "kind": "employer",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "scale-ai",
      "kind": "employer",
      "count": 10,
      "share": 0.0011
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "big-tech",
      "kind": "rollup",
      "count": 722,
      "share": 0.0807
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "frontier-lab",
      "kind": "rollup",
      "count": null,
      "share": null
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "founder-title",
      "kind": "current-title",
      "count": 270,
      "share": 0.0302
    },
    {
      "cohort": "class",
      "set": "without-labeling",
      "group": "total",
      "kind": "total",
      "count": 8949
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "google",
      "kind": "employer",
      "count": 588,
      "share": 0.0147
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "deepmind",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "meta",
      "kind": "employer",
      "count": 358,
      "share": 0.0089
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "openai",
      "kind": "employer",
      "count": 19,
      "share": 0.0005
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "anthropic",
      "kind": "employer",
      "count": "<10",
      "share": null
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "microsoft",
      "kind": "employer",
      "count": 487,
      "share": 0.0121
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "amazon",
      "kind": "employer",
      "count": 700,
      "share": 0.0175
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "apple",
      "kind": "employer",
      "count": 269,
      "share": 0.0067
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "nvidia",
      "kind": "employer",
      "count": 106,
      "share": 0.0026
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "stripe",
      "kind": "employer",
      "count": 29,
      "share": 0.0007
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "uber",
      "kind": "employer",
      "count": 154,
      "share": 0.0038
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "airbnb",
      "kind": "employer",
      "count": 36,
      "share": 0.0009
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "salesforce",
      "kind": "employer",
      "count": 219,
      "share": 0.0055
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "palantir",
      "kind": "employer",
      "count": 43,
      "share": 0.0011
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "databricks",
      "kind": "employer",
      "count": 32,
      "share": 0.0008
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "big-tech",
      "kind": "rollup",
      "count": 2257,
      "share": 0.0563
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "frontier-lab",
      "kind": "rollup",
      "count": null,
      "share": null
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "founder-title",
      "kind": "current-title",
      "count": 454,
      "share": 0.0113
    },
    {
      "cohort": "baseline",
      "set": "all",
      "group": "total",
      "kind": "total",
      "count": 40097
    },
    {
      "cohort": "baseline",
      "set": "without-labeling",
      "group": "google",
      "kind": "employer",
      "count": 500,
      "share": 0.015
    },
    {
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      "share": 0.0084
    },
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      "share": 0.0
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      "kind": "employer",
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      "share": 0.0129
    },
    {
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      "kind": "employer",
      "count": 538,
      "share": 0.0162
    },
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      "set": "without-labeling",
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      "share": 0.0072
    },
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    },
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    },
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    },
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      "share": 0.0006
    },
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      "count": 1865,
      "share": 0.0561
    },
    {
      "cohort": "baseline",
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    },
    {
      "cohort": "baseline",
      "set": "without-labeling",
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      "share": 0.0118
    },
    {
      "cohort": "baseline",
      "set": "without-labeling",
      "group": "total",
      "kind": "total",
      "count": 33263
    }
  ]
}