Glassdoor Scraper

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Scrape job listings, company reviews, salary data, and interview experiences from Glassdoor. Uses Playwright for JavaScript rendering.

Features

• Job Listings — Search by keyword, location, salary range, job type, and date posted. Returns title, company, location, salary estimate, job type, posted date, and full job description.
• Company Reviews — Scrape reviews with overall rating, pros, cons, advice to management, reviewer info, date, helpful votes, and sub-ratings (culture, work-life balance, compensation, career opportunities, senior management, diversity).
• Salary Data — Scrape base pay range, total pay range, additional pay, and number of salaries reported. Search by job title or scrape by company.
• Interview Experiences — Scrape difficulty rating, experience sentiment, interview questions, process description, offer status, application method, and date.
• Company Profiles — Scrape company overview including rating, CEO approval, recommend to friend %, size, industry, revenue, headquarters, founded year, and sub-ratings.

Input

Example Input

Search for jobs

{
"scrapeMode":"jobs",
"searchKeyword":"Data Scientist",
"location":"San Francisco, CA",
"maxResults":50,
"salaryMinimum":120000,
"jobType":"fulltime",
"includeJobDescription":true
}

Scrape company reviews

{
"scrapeMode":"reviews",
"companyUrls":["https://www.glassdoor.com/Reviews/Google-Reviews-E9079.htm"],
"maxResults":200,
"reviewSort":"date_desc",
"reviewMinRating":0
}

Scrape salary data

{
"scrapeMode":"salaries",
"companyUrls":["https://www.glassdoor.com/Salary/Google-Salaries-E9079.htm"],
"maxResults":100
}

Scrape interview experiences

{
"scrapeMode":"interviews",
"searchKeyword":"Product Manager",
"location":"New York, NY",
"maxResults":50
}

Output

Results are stored in the default dataset. Each result includes a type field (job, review, salary, interview, or companyProfile) and a scrapedAt timestamp.

Job Listing Output

{
"type":"job",
"title":"Senior Software Engineer",
"company":"Google",
"location":"Mountain View, CA",
"salaryEstimate":{
"text":"$150K - $250K (Employer est.)",
"min":150000,
"max":250000,
"currency":"USD",
"period":"yearly",
"type":"employer_estimate"
},
"jobType":"Full-time",
"postedDate":"3d",
"easyApply":false,
"rating":4.4,
"url":"https://www.glassdoor.com/job-listing/...",
"description":"Full job description text...",
"scrapedAt":"2025-01-15T10:30:00.000Z"
}

Review Output

{
"type":"review",
"company":"Google",
"reviewTitle":"Great company with amazing perks",
"overallRating":5,
"pros":"Excellent benefits, smart colleagues...",
"cons":"Can be bureaucratic at times...",
"adviceToManagement":"Keep innovating...",
"reviewerTitle":"Software Engineer",
"reviewerLocation":"Mountain View, CA",
"reviewDate":"Jan 15, 2025",
"employmentStatus":"Current Employee",
"helpfulCount":12,
"cultureRating":4.5,
"workLifeBalanceRating":4.0,
"compensationRating":5.0,
"careerOpportunitiesRating":4.5,
"seniorManagementRating":3.5,
"scrapedAt":"2025-01-15T10:30:00.000Z"
}

Pricing

This actor uses Pay-Per-Event pricing at $1.00 per 1,000 results ($0.001 per result).

Anti-Bot Handling

The scraper uses several techniques to avoid detection:

• Session pool with automatic rotation
• Realistic browser fingerprinting (user agent, viewport, WebGL, plugins)
• Navigator property overrides to remove automation flags
• Human-like delays between actions and page loads
• Random scrolling behavior
• Cookie persistence per session
• Residential proxy support (strongly recommended)

Tips

• Use residential proxies — Glassdoor aggressively blocks datacenter IPs. Apify residential proxies are selected by default.
• Keep concurrency low — 2-3 concurrent pages works best. Higher values increase block risk.
• Start with small runs — Test with maxResults: 20 before scaling up.
• Direct URLs are faster — When you know the company, provide companyUrls instead of searching.

Limitations

• Glassdoor may require login for some data after a few pages. The scraper extracts what is publicly visible.
• Page structure changes may require selector updates. The scraper uses multiple fallback selectors for resilience.
• Very high-volume scraping may trigger CAPTCHAs despite stealth measures.