7 Best Glassdoor Jobs Scrapers in 2025 (Updated)
Finding the best Glassdoor job scrapers can help you collect valuable job listings and company data quickly and efficiently. These automated tools save countless hours of manual searching and copy-pasting while providing organized data you can actually use.
Job scraping tools have become essential for job seekers, recruiters, and market researchers who need to gather large amounts of employment data. The top job scraping solutions range from user-friendly point-and-click tools to advanced APIs that can handle complex scraping tasks at scale.
1. Apify Glassdoor Job Scraper
The Glassdoor Jobs Scraper is a powerful automation tool that extracts detailed job listings from Glassdoor efficiently. It provides comprehensive data extraction capabilities for job seekers, recruiters, and market researchers who need to gather and analyze job market information. The scraper collects detailed information about job postings, company profiles, salary ranges, and application requirements.
Pricing: Free to start with pay-as-you-go options based on computation units and data volume processed. Custom enterprise pricing is available for large-scale scraping needs.
Key features:
- Advanced keyword and location-based job search filtering
- Customizable salary range parameters in EUR
- Multiple job type and seniority level options
- Flexible location radius settings
- Industry and domain-specific search capabilities
- Company size and application type filtering
- Remote work search options
- Detailed output with over 570 data fields
- Export options in CSV, XLSX, and JSON formats
- Built-in proxy configuration support
- Adjustable search volume limits
- Real-time data extraction capabilities
2. Scrapfly Glassdoor Scraper
Scrapfly Glassdoor Scraper is a Python-based web scraping solution that lets users extract company information, job listings, and reviews from Glassdoor. It uses the Scrapfly API to handle complex scraping tasks while managing proxies, browser automation, and rate limiting automatically.
Pricing: The service follows Scrapfly's pay-per-request pricing model, where users pay for the number of API calls made. Plans start with a free tier for testing and scale up based on usage needs.
Key features:
- Built-in proxy rotation and management
- Automatic handling of CAPTCHAs and anti-bot measures
- Python library integration for easy implementation
- Ability to extract company profiles, job listings, and employee reviews
- JSON output format for structured data
- Rate limiting protection to prevent IP blocks
- Regular updates to maintain scraping reliability
3. Coresignal Glassdoor Dataset
Coresignal provides ready-to-use Glassdoor datasets with comprehensive salary and job information. The data includes job postings, salary ranges, company reviews, and professional profiles gathered from multiple sources. Their dataset updates monthly to maintain fresh, accurate information.
Coresignal gathers over 575 million records from global sources, making it one of the largest professional datasets available. Each record contains 20+ salary-related fields to give users detailed compensation insights.
Pricing: Custom pricing based on data volume and access needs. Contact Coresignal directly for specific quotes and package options.
Key features:
- Monthly data updates to ensure accuracy
- 20+ salary-related fields per record
- Historical and current job posting data
- Global coverage across multiple regions
- Company reviews and ratings included
- Professional profile information
- Ready-to-use format requiring no scraping
- Data quality verification processes
4. Octoparse Glassdoor Template
Octoparse is a no-code web scraping tool that offers a specialized template for extracting job data from Glassdoor. The template allows users to automatically collect job listings, including titles, descriptions, salaries, locations, and company information, without writing any code. Users can easily customize the scraping parameters to match their specific data collection needs.
Pricing: The basic plan is free, with paid plans beginning at $75 per month. All plans include access to the Glassdoor scraping template and other pre-built templates.
Key features:
- Point-and-click interface for selecting job listing data fields
- Automatic extraction of job titles, descriptions, and salary information
- Built-in pagination handling for multiple pages of job listings
- Export options in CSV, Excel, and JSON formats
- Cloud-based scraping with scheduled runs
- Real-time data monitoring and updates
- Proxy rotation to prevent IP blocking
- Automatic handling of Glassdoor's website structure
5. Scrapingdog API for Glassdoor
Scrapingdog is a web scraping API service that helps developers collect job data from Glassdoor while avoiding IP blocks and CAPTCHAs. The API handles proxy rotation, browser emulation, and request management automatically, making it easier to gather job listings, company information, and reviews from Glassdoor at scale.
Pricing: The service offers a free plan with 100 API credits per month. Paid plans start at $29 monthly for 50,000 API credits, with higher tiers available for larger scraping needs.
Key features:
- Ready-to-use API endpoints specifically designed for Glassdoor data extraction
- Automatic proxy rotation and IP management
- JSON response format for easy data processing
- High success rates with built-in CAPTCHA handling
- Python and JavaScript code examples included
- Real-time data extraction capabilities
- Rate limiting protection
- 24/7 technical support
6. JobSpy Aggregator for Job Boards
JobSpy is a powerful job scraping library that combines job listings from multiple popular job boards into one unified tool. It efficiently collects and aggregates job postings from platforms like LinkedIn, making it easier for users to search through multiple sources at once.
Pricing: JobSpy is an open-source tool available for free on GitHub. Users can download and implement the library without any subscription fees or usage costs.
Key features:
- Automated scraping of job postings from LinkedIn and other major job boards
- Aggregation of job data, including titles, descriptions, and posting dates
- Clean and simple integration through Python library
- Regular updates and community support
- Customizable search parameters for targeted job searches
- Export capabilities for collected job data
7. Python Script for Glassdoor Data
Selenium Web Scraper is a powerful Python script designed to automatically extract job listings and company data from Glassdoor. The script uses Python's Selenium library to navigate through Glassdoor's dynamic content and Beautiful Soup for parsing HTML data. It can collect job titles, company names, salary information, and reviews while respecting the platform's rate limits.
Pricing: The script is open-source and free to use. Users only need to cover the costs of any proxy services or cloud hosting if they choose to scale up their scraping operations.
Key features:
- Automated login handling and session management
- Extracts detailed job listings, including titles, locations, and descriptions
- Collects company reviews and ratings systematically
- Built-in delay mechanisms to avoid rate limiting
- Easy customization for specific data extraction needs
- Export options to CSV and JSON formats
- Compatible with major proxy services
- Error handling and retry mechanisms
- Support for both Windows and Linux environments
Conclusion
After reviewing all the options, the Best Glassdoor jobs scraper is Apify because of its extensive customization features, reliable data extraction, and user-friendly interface. The platform stands out with advanced filtering options for salary ranges, job types, and locations while maintaining high accuracy in data collection.
The tool excels at delivering comprehensive job listing data in multiple export formats. Its proxy configuration and customizable search parameters make it ideal for both individual job seekers and recruitment professionals.
The ability to filter by company ratings and employment types adds extra value. With support for remote work searches and detailed company insights, it provides everything needed for effective job market research.