USAJOBS Summary
Federal-only evidence from public USAJOBS postings and JAAT outputs. This section is a companion to the national NLx evidence, not a national labor-market estimate.
Corpus Snapshot
Raw postings count
Monthly Active Jobs
O*NET Tasks Extracted
AI Tasks and Skills Extracted
8-digit O*NET-SOC occupations
Departments
O*NET Match Cascade
Table 1. USAJOBS O*NET match cascade by taxonomy level
Monthly Signals
The charts below are a compact dashboard of federal posting signals. They are useful for seeing timing and direction, but they are not substitutes for the national NLx series.
Table 2. Latest USAJOBS AI keyword concept-map coverage
Note: AI keyword concepts are parsed from the raw USAJOBS concept files and deduplicated at the posting-month level. Lightcast appears only as an aggregate map label; exact Lightcast keyword terms are not redistributed.
Profiles
Tasks, skills, Work Activities, concepts, and O*NET match flags by 8-digit O*NET-SOC. USAJOBS Agency Posting Profile
Tasks, skills, Work Activities, and ConceptSearch features by agency. Work Activity Profiler
Federal occupation and agency rankings for selected O*NET Work Activities. AI Profiler
Federal occupation, agency, and AIMatch code rankings. Tools & Technology Profiler
O*NET and UNSPSC tool/technology signatures by occupation and agency, with RCA spotlights. Concept Profiler
Research-team concept lists for education, benefits, shift/schedule, and drug/background/criminal signals. DEI Profiler
DEI-specific ConceptSearch evidence, term-source disclosure, subcategory trends, and pre/post comparisons.
Evidence Path
USAJOBS source files and coded outputs are listed in Agreement And Audit Trail. Limits of federal postings versus national NLx evidence are summarized in What Postings And Taxonomies Can And Cannot Say.