{
  "as_of": "2026-10-27",
  "onet_release": "31.0, August 2026",
  "occupation_count": 1016,
  "reviewed_count": 22,
  "exact_title_wage_matches": 800,
  "sources": {
    "onet": "https://www.onetcenter.org/dl_files/database/db_31_0_text.zip",
    "bls": "https://www.bls.gov/news.release/ocwage.htm",
    "openai_annotations": "https://github.com/openai/GPTs-are-GPTs/blob/main/data/occ_level.csv"
  },
  "sha256": {
    "onet31_0.zip": "6883548adf5fde64cf6f801b35d15519c9225f2732c3cab0e281c652d16b23a9",
    "occ_level.csv": "40c74f53de40aec91c0017d80690cbba915f83a8bb414bcf2f884692f1749acb"
  },
  "notes": [
    "Exact normalized-title BLS joins only. No fuzzy joins or parent-SOC wage inheritance. Missing/suppressed wages remain null.",
    "OEWS wage-and-salary employment excludes self-employment and much agriculture; O*NET profiles are not mutually exclusive employment buckets. Never sum the full ledger.",
    "OpenAI annotations are a historical 2023 task-exposure baseline, not probabilities or an October 2026 capability measurement.",
    "Human-relationship roles and meatpacking are outside the narrowed article scope. Unreviewed profiles have no automation verdict."
  ]
}