Pay from the source
Pay transparency laws mean more employers publish ranges. You get them as posted, alongside the job they belong to.
USE CASE / RECRUITING
Know the market
before you post.
See what competitors pay and which skills and certifications they ask for, before you write your own job post.
10.1Mjob postings
200k+company job boards
24hevery board re-checked
500jobs a month free
Why Headcount Labs
Skills in full context
Full descriptions show the certifications, tools and experience each employer asks for, ready to compare side by side.
Watch your competitors
Filter by company to see every role a competitor has open, and how long each one stays up.
Plan where to hire
Count openings for a role by city and state to see where demand is crowded and where it’s easier to hire.
How it works
Ask your agent in plain words. It calls Headcount Labs through MCP, or your code calls the same filters over the REST API.
What do hospitals in Chicago pay ICU nurses, and which certifications do they ask for?
search_jobs{ filters: { title: "ICU nurse", city: "Chicago", state: "IL", active: true }, limit: 25 }
Of 212 open ICU nurse jobs in Chicago, 168 post pay: the median range is $46–$61/h. CCRN is asked for in 41% of them, and BLS plus ACLS in almost all.
Example conversation.
The same request over REST
curl -G https://api.headcountlabs.com/v1/jobs \
--data-urlencode "title=ICU nurse" \
--data-urlencode "city=Chicago" \
--data-urlencode "state=IL" \
--data-urlencode "active=true" \
-H "Authorization: Bearer $HEADCOUNTLABS_KEY"What you get
- Posted pay ranges as published
- Full description with skills and requirements
- Employer, title and location
- Remote, hybrid or on-site
- Posted date and last-checked date
- A link to each original posting
More use cases
Job boards and HR tech
Launch job boards, recruiting platforms and matching tools on clean, deduplicated postings with direct links to apply.
Read more →AI startups
Feed your AI job-search or auto-apply product fresh, deduplicated openings with direct links to apply, from over 200,000 company job boards.
Read more →AI and ML training data
Millions of real, deduplicated job postings with full descriptions, titles, pay and locations to train, fine-tune and evaluate models.
Read more →AI agents
Give your AI agent a job search tool through MCP so it can find, track and apply to roles without crawling the web.
Read more →Lead generation
A company that is hiring has budget and a need. Find companies hiring for any role by title, location and number of openings.
Read more →Market and investment research
Track hiring and posted pay by company, industry and city to see who is growing, who is slowing down, and how wages move.
Read more →Start with 500 jobs free.
No card needed. Connect the API or MCP in minutes.