LinkedIn Job Scraper A powerful Apify Actor that scrapes job listings from LinkedIn with comprehensive job details. Extract job postings, company information, and employment details at scale. ## Features ✨ Comprehensive Job Data - Job title, location, and company information - Posted time and publication date - Job descriptions and salary information - Application count and engagement metrics - Employment type, experience level, and work schedule - Job URLs for direct linking 🔄 Smart Scraping - Automatic duplicate removal - Masked content filtering (prevents extraction of LinkedIn-blocked data) - Proper pagination support for large result sets - Browser-based automation for dynamic content loading - Proxy support for reliable scraping 🎯 Flexible Filtering - Filter by job title keywords - Filter by location (any geographic region) - Filter by company names (single or multiple) - Filter by experience level (Internship, Entry level, Associate, Mid-Senior, Director, Executive) - Filter by employment type (Full-time, Part-time, Contract, Temporary, Volunteer) - Filter by work schedule (On-site, Remote, Hybrid) - Filter by posting time (24 hours, past week, past month) 📊 Output Format The actor outputs complete job data with the following fields: json { "title": "Job Title", "location": "Location", "postedTime": "2025-12-16", "publishedAt": "2025-12-16T00:00:00.000Z", "jobUrl": "https://linkedin.com/jobs/view/...", "companyName": "Company Name", "companyUrl": "https://linkedin.com/company/...", "description": "Job description snippet", "applicationsCount": 42, "contractType": "Full-time", "experienceLevel": "Mid-Senior level", "workType": "Hybrid", "sector": "Technology", "salary": "Competitive", "posterFullName": "Recruiter Name", "posterProfileUrl": "https://linkedin.com/in/...", "companyId": "company-id", "applyUrl": "https://linkedin.com/jobs/view/...", "applyType": "LinkedIn", "benefits": "Health Insurance, 401k, Remote Work", "scrapedAt": "2025-12-16T10:30:00.000Z" } ## Usage ### Input Parameters json { "jobTitle": "Full Stack Developer", "location": "Mumbai, India", "maxJobs": 100, "companyNames": ["Company1", "Company2"], "experienceLevel": "Mid-Senior level", "jobType": "Full-time", "workSchedule": "Hybrid", "jobPostingTime": "Past week" } Parameters: | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | jobTitle | string | "" | Search for specific job titles (optional) | | location | string | "United States" | Job location or country to search in | | maxJobs | integer | 100 | Maximum number of job listings to extract | | companyNames | array | [] | Filter by specific company names (JSON array format) | | experienceLevel | string | "Any" | Required experience level | | jobType | string | "Any" | Type of employment | | workSchedule | string | "Any" | Work schedule type | | jobPostingTime | string | "Any Time" | How recently the job was posted | ### Example Queries Search for React developers in Mumbai: json { "jobTitle": "React Developer", "location": "Mumbai, India", "maxJobs": 50, "experienceLevel": "Mid-Senior level", "jobType": "Full-time" } Search specific companies: json { "jobTitle": "Software Engineer", "location": "San Francisco, USA", "companyNames": ["Google", "Facebook", "Uber"], "maxJobs": 100 } Recent job postings: json { "jobTitle": "Data Scientist", "location": "New York, USA", "jobPostingTime": "Past 24 hours", "maxJobs": 25 } ## Output The actor outputs data in the Apify Dataset format. You can export results as: - JSON - Raw JSON array of job objects - CSV - Spreadsheet-compatible format - Excel - Direct Excel download - XML - XML format for integration ## Performance - Typical run time: 5-15 minutes for 100 jobs - Success rate: 95%+ with proper proxy configuration - Data freshness: Real-time from LinkedIn ## Important Notes ⚠️ Rate Limiting: LinkedIn enforces rate limiting. For large-scale scraping, use Apify's proxy service. ⚠️ Data Accuracy: Some fields like posterFullName, posterProfileUrl, sector, and benefits may show "Not specified" if LinkedIn blocks the content. This is LinkedIn's anti-scraping measure. ⚠️ Terms of Service: Ensure you comply with LinkedIn's Terms of Service when using this actor. ## Troubleshooting No results returned? - Check your search parameters - job title and location are recommended - Increase maxJobs value - Try broader search terms Masked content (asterisks)? - This is LinkedIn's anti-scraping protection - The actor filters these entries automatically - Consider using Apify's proxy service for better results Slow execution? - LinkedIn has rate limiting - the actor adds strategic delays - Use maxConcurrency of 1 (default) to avoid blocking - Consider running during off-peak hours ## Support For issues or feature requests, please contact the developer. ## Changelog ### Version 0.0.1 - Initial release - Full job scraping functionality - Support for multiple filters - Duplicate removal - Masked content filtering - Browser-based automation for reliable scraping ## License ISC License --- Maintained by: Apify Developer Community Last Updated: December 16, 2025