A new open-source job search engine called Freehire says it indexes more than 3 million tech jobs pulled directly from company career boards. According to Hacker News, where the project launched as a “Show HN” post and passed 163 points, Freehire promises “every tech job, straight from the source.” The listings are deduplicated and tagged by stack, seniority and location. It’s free, the code is open, and in the creator’s words there are “no walls.”
That last part matters most. Anyone who has job hunted in tech knows how much friction sits between them and an actual opening.
What Freehire Does
The pitch is simple. Instead of relying on recruiters or paid postings, Freehire goes to the original source, the career pages companies run themselves, and builds a searchable index from there.
Here’s what the launch description covers:
- Scale: More than 3 million tech job listings
- Source: Pulled from company career boards, not third-party reposts
- Deduplication: The same role posted in several places shows up once
- Tagging: Jobs are sorted by tech stack, seniority level and location
- Access: Free to use, open source, no signup walls
5 Reasons This Launch Stands Out
1. It skips the middlemen.
Most job boards collect listings that companies pay to post, or they scrape other aggregators. That’s how you end up with stale reposts and “ghost jobs” that closed months ago. Going straight to company career boards should mean listings that are closer to what’s really open.
2. Deduplication fixes a real headache.
If you’ve searched on several platforms at once, you’ve seen the same role five times with slightly different titles. Freehire says it collapses those duplicates. That sounds minor, but it saves a lot of scrolling and makes the 3 million number more meaningful.
3. Stack tagging fits how engineers actually search.
Developers usually don’t search for “software engineer.” They search for “Rust backend” or “senior React, remote.” Filtering by stack, seniority and location matches how technical people think about their next role, which keyword search on most big boards handles badly.
4. “No walls” is a direct shot at the incumbents.
LinkedIn, Indeed and many niche tech boards push you to log in, upsell premium tiers or send you through redirect chains before you see an apply link. A free, open tool with no login gate is a clear alternative, and the HN response suggests a lot of people have been waiting for one.
5. Open source invites scrutiny and contributions.
Because the code is public, developers can see how listings get collected and tagged, flag errors and possibly add sources. For a tool built around trust in data quality, that openness helps. It also means the project could outlive a single maintainer if the community gets involved.
Where AI Fits In
The launch post doesn’t explain how Freehire tags its listings. Still, classifying millions of messy, free-text job descriptions by stack and seniority is exactly the kind of work that language models and modern text-classification pipelines have made cheap. A few years ago, a solo project at this scale would have needed a lot of hand-built rules. Today, small teams can structure huge piles of unstructured data. Freehire looks like a good example of that shift, even if the exact method isn’t public.
Caveats Worth Noting
The announcement is short, and several open questions remain:
- Freshness: It’s not clear how often listings refresh or how fast closed roles disappear.
- Coverage: “Company career boards” can mean many different hiring platforms, and it’s unknown which ones are included or which companies are missing.
- Accuracy: Automated tagging of seniority and stack is hard. Job titles vary a lot between companies, so expect some mislabeled roles.
- Sustainability: Crawling millions of pages costs money. A free tool with no walls will need a funding model at some point, whether that’s donations, sponsorship or community hosting.
Who Should Try It
Engineers actively job hunting are the obvious audience, especially if they’re tired of recruiter spam and duplicate postings. Career coaches, bootcamp teams and anyone tracking hiring trends by stack or region may also find the tagged dataset useful.
Job search is one of the most frustrating parts of a tech career, and the big platforms haven’t fixed it. A free, transparent index built from the source won’t solve everything, but it’s a good start. If Freehire can keep its data fresh and build a community around it, it could become a default bookmark for developers. Readers can find the full launch discussion on Hacker News.