Data / Facility, quality and compliance

Wage benchmarks (BLS OEWS)

Median and percentile pay for every healthcare occupation, by state and metro.

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What it is

BLS Occupational Employment and Wage Statistics (OEWS) wage data, filtered to healthcare occupations only (SOC codes starting 29- — healthcare practitioners/technical, e.g. physicians, nurses, therapists — or 31- — healthcare support, e.g. nursing assistants, home health aides, medical assistants). One row per (occupation × area × year), at four area granularities: national, state, MSA (metro), and non-metropolitan area. The underlying table covers every SOC code (not just healthcare); this export applies the 29-%/31-% prefix filter directly on occupation_code.

What a desk does with it

Labor cost inflation by market. Joins to HCRIS labor lines.

Read before a trial
  • Healthcare occupations only (SOC 29- and 31-). BLS suppresses percentiles on small cells.
At a glance
Rows
54,650 (filtered from 473,502 total rows in the source table across all occupations).
Product cadence
Annual
Lag
About a year
Lookback shipped
2024 and 2025
Backfill available
Earlier BLS releases on request
Vintage
2025 (max survey year observed at export time).
Tables
1
Licence
$500 per month per firm, or inside the suite
Sources

Where every row comes from.

SourceSource cadenceHistory
BLS Occupational Employment and Wage StatisticsAnnual, each MayAnnual releases; 2024 and 2025 loaded

Dictionary source line: US Bureau of Labor Statistics OEWS (bls.gov/oes), published annually each May for the prior reference period.

Tables

1 table, three meta columns each.

Every table carries _dataset, _vintage and _exported_at in addition to the columns in the dictionary.

TableSnowflake pathColumnsRows
wage_benchmarksHEALTHPARSE_DATA.WAGE_BENCHMARKS.WAGE_BENCHMARKS1354,650
Sample rows

Wage Benchmarks (BLS OEWS)

Three real rows pulled from the production tables on 2026-09-10. The query is recorded next to the rows in the site source.

OccupationStateEmployedMedian annual
Registered Nurses (29-1141)California338,940$140,270
Registered Nurses (29-1141)Hawaii12,940$136,320
Registered Nurses (29-1141)Oregon39,730$129,010
54,650 rows · annual · since 2025 · GET /v1/wages/search at $0.02 per call

Evaluate Wage benchmarks (BLS OEWS)

Free California sample on the marketplaces. 30-day full-table evaluation on request.