Data availability
Know what the current release can and cannot say.
The published catalog contains 819 occupations with verified direct O*NET-SOC to BLS base SOC mappings. The catalog was generated on Aug 30, 2026 UTC from the release records listed in the source catalog.
Published scope
What is included
National estimates
Pay, employment, and projection values are national estimates. They are not state, metro, industry, employer, or individual-level guarantees.
Directly mapped occupations
Only occupations with a verified direct code match through the documented BLS crosswalk are published. Unresolved and ambiguous mappings remain outside the public catalog.
Availability preserved
Missing or suppressed source values stay null and render as Not available. The importer does not substitute zeroes or fill gaps with estimates.
O*NET scales preserved
O*NET measurements retain their raw value and scale identifier. A normalized bar appears only when the documented scale bounds support it, and it is not a universal score.
Keep checking
Release and source context
Source release and reference period metadata is attached to each fact. The public source catalog explains the publisher, license, and documentation link for each dataset.
O*NET Database 31.0
Release 31.0 · Reference August 2026
BLS OEWS national estimates
Release May 2025 · Reference 2025
BLS Employment Projections, 2025-2035
Release 2025-2035 · Reference 2025-2035