LinkedIn Jobs Scraper

Extract job listings from LinkedIn with industry-leading cost efficiency. This Apify Actor scrapes LinkedIn job postings with comprehensive data extraction and transparent, pay-per-result pricing.

🏆 Just $1 per 1,000 jobs—among the lowest on Apify

Why Choose This Actor?

• 💰 Unbeatable pricing – Only $0.001 per job ($1 per 1,000), dramatically undercutting competitors
• 📊 Fair billing – Pay only for actual jobs scraped. No per-run fees, no subscriptions, no hidden costs
• 🎯 Lean & predictable – Costs scale linearly with results. Perfect for both high and low volume users
• ⚡ Reliable & fast – Uses LinkedIn's guest API for stable, consistent results
• 🔍 Comprehensive data – Company names, job titles, locations, descriptions, salaries, and more
• 🚫 No cookies required – Simple setup, no authentication needed

Still undercuts most monthly subscription actors on a per-job basis, even those optimized for compute efficiency.

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📊 Transparent Pricing

Pay-As-You-Go Model:

• $1.00 per 1,000 jobs scraped
• No setup fees, no monthly subscriptions
• Charged only for successfully extracted job listings
• LinkedIn returns exactly 10 jobs per page

Cost Examples:

• 10 jobs (1 page) = $0.01
• 100 jobs (10 pages) = $0.10
• 1,000 jobs (100 pages) = $1.00
• 10,000 jobs (1,000 pages) = $10.00

Competitor Comparison:

• Most LinkedIn scrapers: $3-5+ per 1,000 jobs + run fees
• Our actor: $1 per 1,000 jobs, no additional fees

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🚀 How to Use

Simple Search

{
  "keywords": "Product Manager",
  "location": "San Francisco Bay Area",
  "maxPages": 10
}

Advanced Filtering

{
  "keywords": "Software Engineer",
  "location": "New York",
  "experienceLevel": ["2", "3"],
  "workType": ["1"],
  "workLocation": ["3"],
  "timePosted": "r86400",
  "maxPages": 20
}

Multiple Company Search

{
  "keywords": "Data Scientist",
  "location": "United States",
  "companyNames": ["Google", "Microsoft", "Apple"],
  "timePosted": "r604800",
  "maxPages": 50
}

High-Volume Enterprise Search

{
  "keywords": "Marketing Manager",
  "location": "United States",
  "experienceLevel": ["2", "3", "4"],
  "workType": ["1", "2"],
  "sortBy": "DD",
  "maxPages": 500,
  "maxRequestsPerCrawl": 1000
}

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📋 What Data Do You Get?

Each job listing includes:

• Job Details: Title, description, employment type, work location
• Company Info: Name, logo, size, industry
• Location: City, state, country, remote options
• Requirements: Experience level, skills, qualifications
• Compensation: Salary ranges (when available)
• Metadata: Job ID, posting date, application URL, easy apply status
• Search Context: Keywords used, page number, position in results

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⚙️ Configuration Options

Search Parameters

• Keywords: Job titles, skills, companies
• Location: City, state, country, or geographic ID
• Distance: Search radius (5-100 miles)

Job Filters

• Experience Level: Internship, Entry, Associate, Mid-Senior, Director, Executive
• Work Type: Full-time, Part-time, Contract, Temporary, Volunteer, Internship
• Work Location: On-site, Hybrid, Remote
• Date Posted: Past hour to past month
• Company Size: 1-10 to 10,000+ employees
• Easy Apply Only: LinkedIn's one-click applications

Search Options

• Sort By: Relevance or Date (newest first)
• Max Pages: Control volume and costs (10 jobs per page)
• Max Requests: Prevent runaway costs

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💼 Use Cases

Recruitment & Talent Acquisition

• Source candidates from competitor companies
• Market research on salary ranges and requirements
• Track hiring trends in your industry

Job Market Analysis

• Monitor job availability in specific locations
• Analyze skill demand across companies
• Research compensation benchmarks

Business Intelligence

• Track competitor hiring patterns
• Identify market expansion opportunities
• Monitor industry growth indicators

Career Research

• Find jobs matching specific criteria
• Research companies and roles
• Track job market trends

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🎯 Key Features

• Pagination: Automatically handles multiple pages of results
• Deduplication: Prevents duplicate job listings
• Error Handling: Robust retry logic and fallback mechanisms
• Proxy Support: Built-in residential proxy configuration
• Rate Limiting: Respects LinkedIn's usage policies
• Multiple Outputs: JSON dataset + raw data for debugging

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📈 Getting Started

1. Set your search criteria in the input fields
2. Choose your volume (remember: 10 jobs per page)
3. Run the actor on Apify
4. Download results in JSON, CSV, or Excel format
5. Pay only for jobs scraped – billing is automatic and transparent

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🔧 Technical Details

• Built with: Crawlee + Cheerio for reliable scraping
• API: Uses LinkedIn's guest API for stable access
• Output: Clean, structured JSON data
• Scalability: Handles 1-100,000+ jobs efficiently
• Monitoring: Real-time progress tracking and cost estimation

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❓ FAQ

Is LinkedIn scraping legal?
Yes, scraping public LinkedIn job data is generally permitted. This actor only accesses publicly available job listings.

Do I need LinkedIn credentials?
No, this actor works without any authentication or LinkedIn account.

Can I export the data?
Yes, download results in JSON, CSV, XML, or Excel formats directly from Apify.

How accurate is the pricing?
Billing is exact – you're charged for the precise number of jobs extracted, displayed in the run logs.

What if I get no results?
If zero jobs are found, you pay nothing. Billing only applies to successfully scraped job listings.

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Ready to start scraping LinkedIn jobs at unbeatable prices? Click "Start" to begin!