{
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "dataset_id": "oews-occupation-v1",
  "version": "v1",
  "occupation": {
    "soc_code": "15-2031",
    "soc_title": "Operations Research Analysts",
    "slug": "operations-research-analysts-15-2031",
    "major_group": "15-0000 Computer and Mathematical Occupations"
  },
  "headline": {
    "annual_median_wage_usd": 88940,
    "annual_mean_wage_usd": 99730,
    "employment_total": 108510,
    "as_of": "2025-05-31"
  },
  "wages": {
    "annual": {
      "p10": 57060,
      "p25": 68360,
      "median": 88940,
      "p75": 125990,
      "p90": 159910,
      "mean": 99730,
      "ratio_90_to_10": 2.8
    },
    "hourly": {
      "p10": 27.43,
      "p25": 32.86,
      "median": 42.76,
      "p75": 60.57,
      "p90": 76.88,
      "mean": 47.95
    }
  },
  "employment": {
    "total": 108510,
    "share_of_us_employment_pct": 0.07,
    "source": {
      "name": "BLS OEWS — National employment estimate",
      "url": "https://data.bls.gov/timeseries/OEUN000000000000015203101",
      "series_id": "OEUN000000000000015203101",
      "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": "OEUN000000000000015203113",
      "annual_mean": "OEUN000000000000015203104",
      "annual_p10": "OEUN000000000000015203111",
      "annual_p25": "OEUN000000000000015203112",
      "annual_p75": "OEUN000000000000015203114",
      "annual_p90": "OEUN000000000000015203115"
    },
    "as_of": "2025-05-31"
  },
  "top_paying_msas": [],
  "top_employing_msas": [],
  "verdict": "The 90/10 ratio for Operations Research Analysts is 2.80× — the national median is $88,940 but top decile earns $159,910. 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"
}