Tools & Technology Profiler
This page profiles tool and technology concepts extracted from USAJOBS postings. Tool and technology labels are ConceptSearch matches to O*NET and UNSPSC code lists. The rankings below use posting share and revealed comparative advantage (RCA) within the USAJOBS corpus; RCA values above 1 indicate that a tool or technology is more concentrated in the selected occupation or agency than in the relevant occupation or agency universe.
RCA Spotlights
These spotlights surface the most overrepresented tool and technology concepts among entity-level concept rows retained for dashboard display. A minimum of 100 postings is applied to reduce small-cell artifacts.
Table 1. Top USAJOBS agency tool/technology concentrations by RCA (minimum 1,000 agency postings)
Table 2. Top USAJOBS occupation tool/technology concentrations by RCA
Concept Drilldown
Occupations Using the Selected Tool or Technology
Table UTT-1. Occupations Using the Selected Tool or Technology
Agencies Using the Selected Tool or Technology
Table UTT-2. Agencies Using the Selected Tool or Technology
Selected Entity
Table UTT-3. Selected Entity Tool and Technology Profile
Concept QA
Keyword matching creates false positives. Some tools and technologies are blocked on the dashboard because they likely reflect false-positive matches in the raw data.
Table UTT-4. Concept Blocklist Diagnostics
Source Notes
Tool and technology concepts are ConceptSearch outputs mapped to O*NET and UNSPSC code lists. The page uses usajobs.AGGR_USAJobsEntityConceptProfile; dashboard display rows are limited to each entity's top concept rows by category, so the RCA spotlights are best read as high-signal dashboard profiles rather than a full exhaustive concept universe.
Evidence path: RCA is defined in Methods. Concept and release checks are listed in Agreement And Audit Trail.