<p>If you've tried to pull job listings out of LinkedIn, you've probably hit at least one of these:</p> <ul> <li>The official API is only for approved partners, so it's not an option for a side project or a small recruiting tool.</li> <li>Scraping while logged in puts your own LinkedIn account at risk.</li> <li>In 2026 LinkedIn moved its public job search to an AI search that <strong>ignores the r
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