LinkedIn Job Scraper with AI-Powered Match Analysis + Airtable Integration (Optional) 🚀

Transform your job search or market research with this powerful LinkedIn Job Scraper that not only collects detailed job listings but also provides AI-powered match analysis of how well your resume matches each position! (as well as Airtable integration)

Who is this for?

1. Job Seekers: Get job listings with AI-powered resume match scores + Airtable integration to track your applications
2. Staffing Agencies: Track hiring companies and get detailed insights + Built-in Airtable integration for managing clients
3. Recruiters: Access comprehensive job market data and hiring trends for better decision making.

🎯 Airtable Setup (Optional)

1. Buy my airtable template

• Get Airtable Job Search Template

2. Set Up API Key

• Go to your Airtable Account
• Create or copy your API key from the API section
• Add it to the actor's input under AIRTABLE_API_KEY

3. Get Template IDs

• After getting the template, you'll need the IDs:

1Airtable URL: www.airtable.com/base_id/table_id/view_id
2
3Base ID: Get the base_id
4Jobs Table ID: Get the table_id for jobs table
5Companies Table ID: Get the table_id for companies table

Jobs Table:

Companies Table:

What is the output?

🎯 OpenAI Setup (Optional)

1. Set Up API Key

• Go to your OpenAI Account
• Create a new secret key for apify actor.
• Add it to the actor's input under OPENAI_API_KEY

✨ Key Features

• 🎯 AI Resume Matching: Analyzes each job against your resume to provide a match percentage and detailed feedback
• 🔍 Advanced Filtering: Exclude specific companies, industries, and job titles
• 📊 Rich Data Collection: Captures comprehensive job and company details
• 📈 Airtable Integration: Optional direct export to Airtable for easy data management
• 🤖 Proxy Support: Built-in proxy rotation for reliable scraping

📝 Input Configuration

Required Fields

Field	Type	Description
titles_query	String	Job titles to search for (e.g., "('Data Analyst' OR 'Product Manager')")
resume_text	String	Your resume text for AI matching analysis

Optional Fields

Field	Type	Default	Description
rows	Integer	50	Maximum number of jobs to scrape
hours	Integer	24	Only show jobs posted within these hours
distance	String	"100"	Search radius in miles
user_country	String	"United States of America"	Base country for search
work_type	Array	["Remote"]	Work types ("Remote", "On-site", "Hybrid")
job_type	Array	["Full-time"]	Job types ("Full-time", "Part-time", "Contract", etc.)
experience_level	Array	["Associate", "Entry level", "Mid-Senior level"]	Required experience levels

Filtering Options

Field	Type	Description
excluded_companies	Array	Companies to exclude from results
excluded_industries	Array	Industries to exclude (e.g., ["Staffing and Recruiting", "Consulting"])
excluded_titles	Array	Job titles to exclude (e.g., ["director", "manager", "intern"])

Airtable Integration (Optional)

Field	Type	Default	Description
enable_airtable_processing	Boolean	false	Enable/disable Airtable export
airtable_base_id	String		Your Airtable base ID
airtable_company_table_id	String		Company table ID
airtable_jobs_table_id	String		Jobs table ID

Advanced Options

Field	Type	Description
user_prompt	String	Custom instructions for AI analysis
include_additional_job_search_criteria	Boolean	Include additional search parameters
proxy	Object	Proxy configuration settings

📊 Output

The actor provides detailed job information including:

• Job details (title, description, requirements, salary)
• Company information (size, industry, location)
• AI-generated match analysis
  • Match percentage
  • Positive matches with your resume
  • Areas for improvement
• Application details (apply URL, posting date, application count)

💡 Usage Tips

1. Optimize Search Results:

   • Use boolean operators in titles_query for better matches
   • Start with a smaller rows value to test your configuration

2. Resume Matching:

   • Provide complete resume text for accurate matching
   • Use user_prompt to customize the AI analysis

3. Airtable Integration:

   • Enable enable_airtable_processing for automatic data export
   • Ensure all Airtable IDs are correctly configured

⚠️ Important Notes

• Rate limiting and proxy rotation are handled automatically
• Results are deduplicated when using Airtable integration
• The actor respects LinkedIn's terms of service and implements appropriate delays

🔧 Technical Requirements

• Airtable API key (if using Airtable integration)
• OpenAI API key (for resume matching score)
• Valid proxy configuration recommended

🚀 Get Started

1. Configure your input parameters
2. Add your resume text
3. Set up Airtable integration (optional)
4. Run the actor and watch as it collects and analyzes jobs for you!

📫 Support

For issues, feature requests, or questions, please open an issue in the repository or contact the maintainer.

Happy job hunting! 🎯