{
 "meta": {
  "chart": "hiring_mix",
  "generated_at": "2026-10-27T13:43:59Z",
  "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
  },
  "date_range": [
   "2026-08-01",
   "2026-10-27T13:43:52Z"
  ],
  "method": "Each distinct role observed or carried open during a calendar month is assigned a function by deterministic title and department rules. A role contributes once per month; posting-months can include the same role in multiple months. The rules are published on /methodology.",
  "caveats": [
   "Titles are not standardised across companies: a 'Solutions Engineer' is a sales role at one vendor and an engineering role at another.",
   "775 of 8078 roles in the latest month could not be placed in a function and are counted as 'other'.",
   "Default shares include all identified postings and unknown functions. The secondary classified-only shares exclude unknowns. Company-equal sensitivity gives each observed employer with postings equal weight; posting-weighted shares can be moved by one large employer.",
   "Independent human labels and held-out bounds are pending; no investment direction is inferred.",
   "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_mix",
   "measure_version": "1",
   "unit": "identified postings",
   "population": {
    "eligible": 8078,
    "valid": 7303,
    "missing": 775,
    "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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   "source_scope": {
    "source_status": "legacy"
   },
   "evaluation_ids": [],
   "board_coverage": {
    "eligible": 63,
    "unknown": 0
   },
   "region_projection_version": null
  }
 },
 "data": {
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