How to Scrape LinkedIn Job Listings in 2026 (Python + Public API, No Login Required)

LinkedIn is one of the largest job boards in the world, but it doesn't offer a free public API for job listings. The good news? You don't need one. LinkedIn exposes a public guest endpoint that serves job data without authentication. In this guide, I'll show you how to scrape LinkedIn job listings in 2026 using Python — legally, efficiently, and without logging in. How LinkedIn's Public Jobs Endpoint Works LinkedIn serves job listings to non-logged-in visitors through a guest-facing API. When you visit a LinkedIn job search page without being signed in, your browser hits endpoints under linkedin.com/jobs-guest/. These return HTML that can be parsed for structured job data. The two key endpoints: Job search: https://www.linkedin.com/jobs-guest/jobs/api/seeMoreJobPostings/search?keywords={query}&location={location}&start={offset} Job details: https://www.linkedin.com/jobs-guest/jobs/api/jobPosting/{job_id} No API key. No OAuth. No login. These are public pages LinkedIn serves to