{
 "meta": {
  "chart": "hiring_geo",
  "generated_at": "2026-10-27T13:44:14Z",
  "source": [
   "Vendor job postings (collected from company career pages)"
  ],
  "n": {
   "vendors": 63,
   "months": 3,
   "postings": 8078,
   "posting_months": 8078,
   "weeks_observed": 3,
   "vendors_observed": 63,
   "vendors_stale": 0,
   "vendors_unknown": 0,
   "vendors_interval_inferred": 0,
   "latest_inferred_postings": 0,
   "window_inferred_postings": 0,
   "current_membership_unknown_postings": 0,
   "partial_month": true,
   "latest_postings": 8078,
   "latest_unclassified": 775,
   "latest_unplaced": 850,
   "latest_unplaced_area": 6707,
   "current_postings": 6813,
   "current_unclassified": 627,
   "current_unplaced": 753,
   "current_unplaced_area": 5653,
   "unplaced": 850
  },
  "date_range": [
   "2026-08-01",
   "2026-10-27T13:44:07Z"
  ],
  "method": "Each identified posting may name several distinct region eligibilities. It counts once in each stated region, so regional counts overlap and must not be added as jobs. The denominator is unique identified postings. Unplaced locations remain unknown; remote scope distinguishes explicit worldwide eligibility, region restrictions and unspecified remote work. Locations do not identify offices or employee residences.",
  "caveats": [
   "A remote role says where a company will HIRE, not where it has an office.",
   "850 of 8078 roles carry a location we could not place.",
   "Posting a role in a region is not the same as entering that market.",
   "Covers 63 tracked vendors in this window, including successfully captured empty boards and explicitly unknown capture attempts. An absent vendor has no included observation, not confirmed zero hiring.",
   "Failed or missing captures carry the last successful observation and are marked stale. A vendor not yet observed is unknown, not zero. The latest month is partial through the stated as-of date; monthly counts include roles seen earlier in that month, even if a later successful capture confirms they closed. Historical membership between first and last sightings is interval-inferred where per-posting snapshots are unavailable; a disappearance and reappearance can overstate those estimates. Successful empty captures override interval-only presence."
  ],
  "quality": {
   "schema_version": 2,
   "brand": "cyber",
   "measure": "hiring_geo",
   "measure_version": "1",
   "unit": "posting region eligibility",
   "population": {
    "eligible": 8078,
    "valid": 7228,
    "missing": 850,
    "stale": 0,
    "invalid": 0,
    "unit": "identified posting"
   },
   "population_scope": "identified postings in selected captured membership; unavailable board totals are unknown",
   "cohort": {
    "count": 63,
    "sha256": "c350ddb6f082de3b78d6032a70913beba9a32ebd80fade26cf14e31d97c81736",
    "unit": "vendor",
    "identity_field": "vendor"
   },
   "observation": {
    "start": "2026-10-14T12:41:51.919551Z",
    "end": "2026-10-27T13:43:27.382134Z",
    "last_success_at": "2026-10-14T12:41:51.919551Z"
   },
   "source_versions": {
    "collector": "hiring-capture-v2",
    "review_source": "hiring-board-response-v1",
    "membership": "hiring-capture-ledger-v1",
    "roster": "tracked-hiring-roster-v1",
    "boards": "hiring-board-config-v1"
   },
   "derivation_version": "hiring-profile-v3",
   "classification_versions": {
    "rules_hash": "unresolved",
    "model_version": "unknown",
    "prompt_version": "unknown"
   },
   "inputs": [
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     "sha256": "00189696dae5b7dff97e65a80bd40855d8683dfd525b981c5cf3f42009a74d7f",
     "source_version": "hiring-capture-v2"
    },
    {
     "sha256": "006447b30f6a8b16d8bce3e0b4850cb234afc48550ec47f26444f116df05df37",
     "source_version": "hiring-capture-v2"
    },
    {
     "sha256": "01ffb9a0c7af7dcb0e46d88e6433130ec4ccfeae0b7141027e075627c7efbe55",
     "source_version": "hiring-capture-v2"
    },
    {
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    },
    {
     "sha256": "02139cb1aa8e9cb68dd842c0d915f142f93fdd6cf6c5012150301934ccab973a",
     "source_version": "hiring-capture-v2"
    },
    {
     "sha256": "021b2bc3b6dcb1eb5274c646e92fd5ac3ffeb7895d621605e485049128d7151e",
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    },
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   },
   "evaluation_ids": [],
   "board_coverage": {
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   },
   "region_projection_version": "hiring-region-eligibility-v1"
  }
 },
 "data": {
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    "vendor": "1Password",
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   "comparison_review": "independent labels and bounds pending"
  }
 }
}