{
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "dataset_id": "oews-occupation-v1",
  "version": "v1",
  "occupation": {
    "soc_code": "19-2031",
    "soc_title": "Chemists",
    "slug": "chemists-19-2031",
    "major_group": "19-0000 Life, Physical, and Social Science Occupations"
  },
  "headline": {
    "annual_median_wage_usd": 91240,
    "annual_mean_wage_usd": 100450,
    "employment_total": 82770,
    "as_of": "2025-05-31"
  },
  "wages": {
    "annual": {
      "p10": 58460,
      "p25": 69460,
      "median": 91240,
      "p75": 125550,
      "p90": 160830,
      "mean": 100450,
      "ratio_90_to_10": 2.75
    },
    "hourly": {
      "p10": 28.11,
      "p25": 33.39,
      "median": 43.87,
      "p75": 60.36,
      "p90": 77.32,
      "mean": 48.29
    }
  },
  "employment": {
    "total": 82770,
    "share_of_us_employment_pct": 0.05,
    "source": {
      "name": "BLS OEWS — National employment estimate",
      "url": "https://data.bls.gov/timeseries/OEUN000000000000019203101",
      "series_id": "OEUN000000000000019203101",
      "as_of": "2025-05-31"
    }
  },
  "wages_source": {
    "name": "BLS OEWS — National wage estimates",
    "url": "https://www.bls.gov/oes/",
    "methodology_url": "https://officeblues.net/methodology#oews-salaries",
    "series_ids": {
      "annual_median": "OEUN000000000000019203113",
      "annual_mean": "OEUN000000000000019203104",
      "annual_p10": "OEUN000000000000019203111",
      "annual_p25": "OEUN000000000000019203112",
      "annual_p75": "OEUN000000000000019203114",
      "annual_p90": "OEUN000000000000019203115"
    },
    "as_of": "2025-05-31"
  },
  "top_paying_msas": [],
  "top_employing_msas": [],
  "verdict": "The 90/10 ratio for Chemists is 2.75× — the national median is $91,240 but top decile earns $160,830. The spread exists; it's concentrated in geography, specialization, and industry sector. Knowing which end of the band you're on is the whole negotiation.",
  "submitted_components": null,
  "methodology_url": "https://officeblues.net/methodology#oews-salaries",
  "fetched_at": "2026-05-25T02:53:52.141Z"
}