Flag job

Report

How to Scrape LinkedIn in 2025

Location

remote

About the role

In this guide, we'll explain how to scrape LinkedIn data - the most popular career-related social media platform out there. We'll scrape LinkedIn information from search, job, company, and public profile pages. All of which through straightforward Python code along with a few parsing tips and tricks. Let's get started!

About the company

ScrapFly is a web scraping API with millions of residential proxy IPs, which can bypass LinkedIn IP address blocking. ScrapFly provides web scraping, screenshot, and extraction APIs for data collection at scale. Anti-bot protection bypass - scrape web pages without blocking! Rotating residential proxies - prevent IP address and geographic blocks. JavaScript rendering - scrape dynamic web pages through cloud browsers. Full browser automation - control browsers to scroll, input and click on objects. Format conversion - scrape as HTML, JSON, Text, or Markdown. Python and Typescript SDKs, as well as Scrapy and no-code tool integrations.

Skills

Python
scrapeguide