need.work
Ranked by how well you fit — not by job title.
- Web
Other job sites search titles and keywords and leave the judgment to you. need.work uses AI to read your real skills and experience, score how well you fit each role, and rank what you see by that score — with sources re-checked every few hours, so strong matches reach you fresh.
Highlights
- AI scores every role against your actual skills — not just the job title
- Your list is ranked by fit, strongest match first
- Other job sites match a keyword; need.work assesses whether you'd fit the work
- Re-checks job sources every few hours — most boards refresh about once a day
need.work starts from the question no other job site asks: how well do you actually fit this role?
Everywhere else, you search a job title, scan a list, and judge each posting yourself. need.work uses AI to read your real work history — the skills, the tools, the things you’ve actually done — then reads each role the same way and scores the match. What comes back is ranked by fit, strongest first, so the reading you do is on roles that were ever a real possibility.
It also re-checks its sources every few hours, while most boards refresh about once a day, so when something fits you hear about it early. And when a role is worth pursuing, the prep is ready and tailored to it — you decide what gets sent.
Features
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A fit score, not a keyword match
Every other job site hands you a title search and leaves you to guess. need.work reads your real work history — the skills, the tools, the things you've actually done — then reads each posting the same way and scores how closely the two line up.
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Ranked by how well you match
Results come back ordered by fit, strongest first, so the roles worth your time sit at the top. You stop reading a hundred listings to find the three that were ever a real possibility.
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Hours, not days
Most job boards aggregate roughly once a day. need.work re-checks its sources every few hours, so a strong match surfaces while it's new — and you're early, before the listing is buried under hundreds of applicants.
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Less busywork, more decisions
When a role scores well, the prep is ready and tailored to it — so your energy goes to the calls and choices that move a search forward, not the paperwork.
Your privacy
need.work needs your work history, resume, and application details to do its job, so — unlike our local-first apps — that information is stored to power your search. We use it to find and tailor roles for you; we don't sell it.
What's new
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In active development at need.work. Reach out through the support form for access.
Questions about need.work?
In beta. Reach our team through the protected support form — we read every message.
Contact support