Indeed & LinkedIn Job Scraper

Scrape job market data from Indeed and LinkedIn including postings, salaries, company info, and recruiter contacts for analysis or lead generation.

Indeed Scraping:

• Job title, company, location, and salary
• Full job description text
• Posted date and application count
• Company reviews and rating
• Remote/hybrid/onsite classification
• Easy Apply link extraction

LinkedIn Scraping:

• Job postings by keyword, location, and company
• Hiring manager and recruiter profiles
• Company size, industry, and growth data
• Skills and qualifications extraction
• Applicant count and competition level

Data Processing:

• Salary normalization (hourly/annual/range parsing)
• Skill frequency analysis by role
• Company hiring velocity tracking
• Duplicate job detection across platforms
• Location geocoding and remote classification

Tech Stack:

• Python + Selenium + BeautifulSoup
• Anti-detection with undetected-chromedriver
• CSV/JSON export
• Scheduling via cron
• Docker deployment