Skip LinkedIn/Indeed: most companies' job boards have a public JSON API
If you've ever tried to pull job listings by scraping LinkedIn or Indeed, you know the pain: anti-bot systems, CAPTCHAs, rotating proxies, and scripts…
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If you've ever tried to pull job listings by scraping LinkedIn or Indeed, you know the pain: anti-bot systems, CAPTCHAs, rotating proxies, and scripts…
There's a lot of talk about AI reshaping hiring, so we checked it against our own data: 360,000+ job postings collected between December 27, 2025 and …
Method: figures pulled from primary sources (Indeed Hiring Lab, BLS, Stanford Digital Economy Lab, Stack Overflow Survey) and run through an adversari…
Let me tell you the most tedious part of job hunting that nobody talks about: the morning ritual. Open LinkedIn. Scroll. Open Indeed. Scroll. Open a n…
I run a thing that snapshots every open role on a few thousand companies' own Greenhouse, Lever, and Ashby boards once a day — about 42,000 live tech …
Applied to 20 roles last month. Silence. Not even rejections. I spent a weekend going through every resume I submitted and found the same six failures…
I place developers with US tech companies for a living. Before that sentence makes you close the tab: this article contains the things I tell develope…
Der zunehmende Einsatz von KI-Systemen in Unternehmen kostet vor allem Berufseinsteiger:innen viele Chancen. Unser Autor hat konkrete Vorschläge, was …
Canonical: this is a cross-post. The original lives at https://four-leaf.ai/blog/what-ai-native-means-in-job-postings Every company in tech calls itse…
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