Three US workforce datasets, priced, with every source URL in the file

RetrainMap publishes public workforce records as files a team can actually load: who is hiring (company job boards, read nightly), who is laying people off (state WARN notices) and what retraining costs and returns (the federal Training Provider Results record). Each dataset is a plain UTF-8 CSV with a data dictionary and a README naming the exact source of every column, and each row carries the URL it came from and the date it was read. No login, no API key, no minimum. Also listed on our Datarade storefront if your procurement prefers a data marketplace.

What these are and are not. Public records only — company job boards, state labour-department WARN filings and USDOL provider reports. No personal or applicant data, ever. Coverage is what each source actually publishes, not “all US jobs” or “all layoffs”; where a source publishes no value the field is left empty rather than guessed. Nothing here is career, financial or legal advice.

Dataset · refreshed every Monday · $29US job postings from public ATS boards109,238 open postings · 2,099 boards · 30 columns · edition 2026-09-07

Every posting on 2,099 verified Greenhouse, Lever, Ashby and Workable boards, read nightly, with a stable posting id and first_seen / last_seen / closed_on dates — so you can see how fast a role closes, not just that it exists. 37,403 of the open rows carry a pay range the company published.

Buy the current edition — $29

Dataset · snapshot · $19WARN layoff notices, 20 states4,169 notices · 20 states · 19 columns · edition 2026-09-09

Every WARN notice each state labour department publishes machine-readably, normalised into one 19-column schema: employer, address, county, employees affected, notice and effective dates, notice type, industry. States covered: AK, AL, CA, DC, IL, KY, MA, MD, MO, NE, NJ, NY, OR, RI, SD, TN, TX, UT, VA, WV.

Buy the snapshot — $19

Dataset · snapshot · $49US training provider outcomes70,088 programs · 51 columns · snapshot 2026-09-02

Every WIOA-listed training program in the USDOL Training Provider Results record: provider, state, program type, published cost and length, with completion rate, employment rate and median earnings where the state reported them. The file behind our free cost pages.

Buy the snapshot — $49

If you need it live, or cut to your question

Layoff Radar PRO — $49/month. The 20-state WARN file above, rebuilt every six hours and replaced in your download, plus the weekly email. For anyone who needs the notices while they are still news rather than a snapshot. · Layoff Radar — $5/month. The weekly email only: new notices across the same 20 states, employer by employer. · Custom pull — $25. Tell us the cut you need — one state, one industry, one date range, joined across these three files — and it arrives as a CSV within 24 hours.

Layoff Radar PRO — $49/mo Weekly email — $5/mo Custom pull — $25

Side by side

Dataset	Rows	Columns	Edition	Cadence	Source of record	Price
Job postings (ATS)	109,238 open	30	2026-09-07	read nightly, published Mondays	company job boards: Greenhouse, Lever, Ashby, Workable public APIs	$29
WARN layoff notices	4,169	19	2026-09-09	rebuilt every 6 hours	state labour departments (20 states)	$19 / $49 a month
Training provider outcomes	70,088	51	2026-09-02	snapshot, re-cut on release	USDOL/ETA Training Provider Results (form ETA-9171)	$49

Where else to get these

On a data marketplace: the RetrainMap storefront on Datarade (same files, marketplace procurement). As a running scraper you control: our actors on the Apify Store — the same readers that build these files, pay-per-use. Free and public, from the same records: WARN notices by state, training costs by state, providers and their outcomes, the job-postings dataset page.

Buying for a team

Invoicing, a purchase order, a different file format (Parquet, JSONL), a longer history, or a state we do not cover yet — email [email protected] and you will get a real answer the same day, not a form. Licence: use the data internally or in a product you build; do not resell the file as-is. Attribution appreciated, not required.

WARN states in this edition: Alaska, Alabama, California, District of Columbia, Illinois, Kentucky, Massachusetts, Maryland, Missouri, Nebraska, New Jersey, New York, Oregon, Rhode Island, South Dakota, Tennessee, Texas, Utah, Virginia, West Virginia.