We Pull Jobs Straight From Company Hiring Systems — Here's Why That Matters

Open a job board and you're usually looking at a copy of a copy. A posting goes up on a company's careers page, an aggregator scrapes it (or licenses a feed of it), and by the time you see it, the listing might be days stale, the apply link might route through three redirects, and nobody involved has checked whether the role is even still open.

JobraAI's job pool doesn't work that way. It's built by calling the same public APIs that power each employer's own careers page, directly.

Why "directly" is the whole point

Greenhouse, Ashby, Lever, Workday, SmartRecruiters, Teamtailor, Personio, Workable — these are the applicant tracking systems behind a huge share of company careers pages, and most of them expose a public JSON or XML feed of open roles. It's the same data their own website renders from. When we pull from it, we get:

• Fresh postings. Our ingestion runs on a four-hour cycle across every seeded company, so a role that opened this morning shows up this afternoon, not next week.
• Real apply links. No redirect chain, no dead board listing for a role that closed a month ago — the apply URL goes straight to the employer's actual form.
• No scraping risk. These are public endpoints designed to be called this way. That's a meaningfully different legal and technical posture than scraping a board that doesn't want to be scraped — and it's part of why we can build features on top of the data with confidence, like reading a Greenhouse job's actual application form before you ever click apply.

What this looks like in practice

Today that's several hundred companies across eight hiring platforms, refreshed continuously, feeding into one job pool alongside a broader aggregator source we use to widen coverage for open-ended searches. The two sources are deliberately different tools for different jobs: the direct pipeline is where the freshest, most reliable postings live, and it's the foundation the rest of the product — resume tailoring, cover letters, interview prep, Apply Assist — is built around.

A job board that's a few steps removed from the source can't tell you, with confidence, whether a listing is still real. One built on the same data the employer's own site runs on, can.