LinkedIn Job Scraper with Company URLs

A powerful Apify Actor that scrapes LinkedIn job listings with comprehensive company URL extraction. Built with PlaywrightCrawler and Camoufox for advanced anti-detection capabilities.

Features

• 🔍 Comprehensive Job Extraction: Extracts job titles, companies, locations, posting dates, and URLs
• 🏢 Company URL Extraction: Automatically finds LinkedIn company page URLs for each job posting
• 🛡️ Anti-Detection Technology: Uses Camoufox (stealth Firefox) with randomized fingerprints
• 🎯 Smart Selectors: 20+ fallback selectors handle LinkedIn's changing UI layouts
• 🔄 Retry Logic: Automatic retries with progressive delays for failed extractions
• 📊 Configurable Safety: Slow mode option for maximum stealth
• 🌐 Proxy Support: Built-in proxy configuration for anti-bot protection

Output

Each job listing includes:

{
  "id": "job_0",
  "title": "Senior Software Engineer",
  "company": "Tech Corp",
  "location": "San Francisco, CA",
  "postedDate": "2 days ago",
  "url": "https://www.linkedin.com/jobs/view/...",
  "companyUrl": "https://www.linkedin.com/company/tech-corp",
  "scrapedAt": "2025-10-30T20:53:02.858Z"
}

Input Configuration

Required

• startUrls: LinkedIn job search URLs to scrape

Optional

• maxResults: Maximum number of jobs to extract (default: 50, max: 200)
• slowMode: Enable extra conservative mode for safety (default: true)
• includeCompanyUrl: Extract company LinkedIn URLs (default: true, recommended)
• proxyConfiguration: Proxy settings for anti-bot protection

Technology Stack

• PlaywrightCrawler: Advanced web scraping with Playwright
• Camoufox: Stealth Firefox fork for anti-detection
• Crawlee: Modern scraping framework
• Apify SDK: Platform integration and data storage

Usage

Basic Usage

const input = {
  startUrls: [
    "https://www.linkedin.com/jobs/search/?keywords=software%20developer",
  ],
  maxResults: 100,
  includeCompanyUrl: true,
  slowMode: true,
};

Advanced Usage

For company research and recruitment analysis, enable includeCompanyUrl: true to get direct links to company LinkedIn pages alongside job postings.

Development

This Actor is built with:

• ESM modules for modern JavaScript development
• ESLint + Prettier for code quality
• Apify SDK v3 for platform integration
• Crawlee for robust web scraping

Resources

• Crawlee + Apify Platform guide
• Documentation
• Node.js tutorials
• Apify Platform documentation
• Join our developer community on Discord

License

ISC License - feel free to use this code for your projects!