Open sourceOpen sourceHigh risk
joeyism/linkedin_scraper
Popular Python/Selenium library for scraping profiles, companies and jobs.
- Pricing
- Free
- MIT-licensed, self-hosted
- Your LinkedIn account
- Required (risk on you)
- Ban risk
- High risk
- Pricing model
- Free
What it extracts
ProfilesCompaniesJobs
Live GitHub health
updated today★ 4.3K
stars
Active
last commit 3 months ago
140
open issues
GPL-3.0
license
Pros
- +Free and hackable Python code
- +Covers profiles, companies and job pages
- +Large community, lots of examples
Cons
- –Selenium breaks whenever LinkedIn changes its HTML
- –Logs in as you, real account-ban risk
- –You maintain proxies/anti-detection yourself
⚠ Ban-risk & compliance note
Drives a real browser session logged in as you, the highest-risk pattern for an account suspension.
New to this? Read how to scrape without getting bannedand whether LinkedIn scraping is legal.
Ready to try joeyism/linkedin_scraper?
Data last verified Jun 24, 2026.