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linkedin-scraper

Scrape LinkedIn profiles, job listings, and company pages using residential proxies.

Updated Mar 3, 2026
Search Tags:#data extraction#linkedin#scraping#proxy#profiles#leads#jobs
One-click install
npx skills add https://github.com/luis2404123/birdproxies-skills --skill linkedin-scraper
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: linkedin-scraper
Source: https://github.com/luis2404123/birdproxies-skills/tree/main/linkedin-scraper
Command: npx skills add https://github.com/luis2404123/birdproxies-skills --skill linkedin-scraper

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the extraction of valuable data from LinkedIn, overcoming the platform's robust anti-scraping measures to build professional databases.

Core Features & Use Cases

  • Profile Scraping: Extract names, titles, experience, education, and skills from LinkedIn profiles.
  • Job Listing Scraping: Gather job titles, descriptions, locations, and other relevant details from job postings.
  • Company Page Scraping: Collect information such as company name, industry, size, and specialties.
  • Anti-Detection: Utilizes sticky residential proxies and browser emulation to bypass LinkedIn's aggressive bot detection.
  • Use Case: A sales team needs to identify and gather contact information for potential leads in a specific industry. This Skill can scrape relevant profiles and company pages to build a targeted prospect list.

Quick Start

Use the linkedin-scraper skill to extract data from the LinkedIn profile at https://www.linkedin.com/in/exampleuser/.

Frequently Asked Questions about linkedin-scraper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I scrape LinkedIn profiles without getting blocked by anti-bot detection?▼

Scraping LinkedIn profiles without getting blocked requires sticky residential proxy sessions and browser emulation to circumvent aggressive anti-bot detection. This approach maintains stable access for extracting names, titles, experience, and skills from target profiles.

Can I extract job listings and company pages from LinkedIn for lead generation?▼

Yes, you can extract job listings and company pages from LinkedIn for lead generation. The scraper gathers job titles, descriptions, locations, company names, industries, sizes, and specialties to build targeted prospect lists and perform market analysis.

What data fields can I extract when scraping LinkedIn profiles?▼

When scraping LinkedIn profiles, you can extract detailed professional data including names, titles, experience, skills, education, and job specifics. Company page scraping yields additional fields like industry, size, and specialties for comprehensive market analysis.

Do I need a proxy to scrape LinkedIn job postings and company information?▼

Yes, you need a proxy to scrape LinkedIn job postings and company information effectively. The skill employs sticky residential proxies to bypass aggressive bot detection mechanisms that would otherwise block data extraction attempts.

What is the best way to build a targeted prospect list from LinkedIn?▼

The best way to build a targeted prospect list from LinkedIn is automating profile and company page scraping. This method extracts detailed professional data, including names, titles, and skills, overcoming anti-scraping measures for lead generation.

Why does LinkedIn scraping fail when extracting large amounts of professional data?▼

LinkedIn scraping fails when extracting large amounts of professional data due to aggressive anti-bot detection mechanisms. Overcoming this requires sticky residential proxy sessions and browser emulation to maintain stable data extraction.

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