LinkedIn Profile Scraper: Extract Work Experience, Skills & Education (No Account/Cookies)

Dataspline

16 Nov 2025 • 1 min read

Unlock LinkedIn Data with Apify's Profile Scraper

Need to extract data from LinkedIn profiles at scale? The Apify platform offers a powerful solution with the LinkedIn Profile Bulk Scraper +Email ✅ No Cookies $4/$10 per 1k, developed by harvestapi.

Key Features of the LinkedIn Scraper

This Apify actor offers a range of capabilities:

Bulk Scraping: Efficiently extract data from numerous LinkedIn profiles.
Email Extraction: Find verified email addresses (where available).
No Cookies Required: Avoid the complexities of cookie management.
Detailed Data: Obtain work experience, education, skills, and more.
Lead Generation: Perfect for building targeted lead lists.
Social Media Data: Gather valuable insights for your social media strategy.
Cost-Effective: Priced at $4/$10 per 1,000 profiles scraped.

Why Choose This LinkedIn Web Scraper?

With a rating of 4.1 stars based on 11 reviews, the LinkedIn Profile Bulk Scraper is a trusted solution for businesses and individuals looking to leverage LinkedIn data. It's categorized under Lead Generation, Social Media, and Open Source, showcasing its versatility and wide range of applications.

Start scraping LinkedIn profiles today with Apify!