Apify Actor · Business

LinkedIn Profile Scraper

Experience, education, skills, and connections without login

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$0.004 / profile

Status

State ● Live

Pricing PPE

Category Business

Overview

What it does

Scrape any public LinkedIn profile without login or cookies: full name, headline, location, about section, work experience, education history, skills list, and connection count. Supply a list of profile URLs and get back structured JSON.

Features

Built in

✓ Experience, education, and skills per profile
✓ Headline, location, about, and connection count
✓ Bulk input: list of LinkedIn profile URLs
✓ No login or cookies required
✓ Zero charge on private or 404 profiles

From the blog

Guides & tutorials

Jun 23, 2026 · 2 min read

LinkedIn Profile Scraper: Experience, Education, and Skills Without Login

Extract full LinkedIn profile data — work history, education, skills, connections — from a list of profile URLs. No LinkedIn cookies or login required.

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Get Started

Try it on Apify.

Pay only for results delivered. No credit card required to sign up.

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