Occupational data infrastructure

Every job opening,
placed on the map it belongs to.

US Jobs Map aggregates openings from licensed job feeds and public employer boards, then pairs every metro page with official federal wage statistics — so a listing shows not just the role, but what it actually pays in that market relative to everywhere else.

528Metro areas covered

1,104Occupations tracked

$50,980US median wage · 2025

155.5MJobs in wage base

Plate 01 — Employment by metropolitan area Marker area ∝ total employment

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2025. Public domain.

How the index is built

Aggregate

Openings are pulled from licensed job-search APIs and public employer ATS boards on a recurring schedule. Every listing keeps its source attribution and links back to the original posting — we do not host applications or intercept applicants.

Enrich

Each role is matched to its federal SOC occupation code, then joined against BLS wage percentiles and location quotients for that metropolitan area — the figure showing whether an occupation is concentrated locally or underrepresented.

Localize

Metro pages combine live openings with the local wage distribution and our own longitudinal record of posting volume, giving job seekers a market picture rather than an undifferentiated list.

Data sources & attribution

Bureau of Labor Statistics: Occupational Employment and Wage Statistics (OEWS), May 2025 — wage percentiles, employment counts and location quotients for 528 metropolitan areas. bls.gov/oes US Government · Public domain
Adzuna: Job advertisement listings published under the Adzuna API terms, with attribution and click-through to the original advertisement. adzuna.com Licensed API · attribution retained
Remote OK: Remote job listings sourced from the public Remote OK feed, republished with the attribution link back to remoteok.com required by their API terms. Public feed · dofollow attribution
Employer ATS boards: Public job-board endpoints operated by Greenhouse, Lever and Ashby on behalf of the hiring employer. Listings link directly to the employer's own application page. Public endpoints · employer terms
USAJOBS: Federal vacancy announcements via the USAJOBS API operated by the U.S. Office of Personnel Management. developer.usajobs.gov US Government · Public domain

Contact

[email protected]

For data licensing, source attribution corrections, or removal requests, write to us and we will respond within two business days.

STATUS — Pre-launch

REGION — United States

UPDATED — 2026-08-23