Glassdoor Jobs Scraper - GCC Salaries & Ratings

Scrape Glassdoor job listings across the Gulf - UAE, Saudi Arabia, Qatar, Kuwait, Bahrain and Oman - with the thing Glassdoor does better than any other regional board: employer-provided salary ranges.

Glassdoor sits behind PerimeterX + Cloudflare, so plain HTTP scrapers get a 403 "Security" page. This Actor drives a real Chromium browser to reach the listings the way a normal visitor does.

What you get for each job

• Job title and company
• Company rating (where shown)
• Location and country
• Salary range and a parsed minimum + currency, when the employer provides one
• Seniority level and job function, detected from the title
• Posted age and Easy-Apply flag
• Direct apply link

Input

Field	Description
Keywords	One or more roles to search (e.g. "Accountant", "Marketing Manager")
Countries	Any mix of UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman
Max jobs per search	Cap per keyword, per country (Glassdoor loads 30/page and the Actor clicks "Show more jobs")
Proxy	Residential proxy strongly recommended - Glassdoor blocks datacenter IPs

Notes

• Public search pages only - no login.
• A residential proxy is required for reliable results; datacenter IPs are blocked.
• Salary is populated for a large share of GCC Glassdoor listings, which is where this Actor complements keyword boards that rarely publish pay.

Output example

{
  "title": "Senior Accountant",
  "company": "Confidential",
  "companyRating": "3.8",
  "location": "Dubai",
  "country": "United Arab Emirates",
  "seniorityGuess": "Mid-Senior level",
  "functionGuess": "Finance",
  "salaryText": "AED 8,000 - AED 12,000",
  "salaryMin": 8000,
  "salaryCurrency": "AED",
  "postedAge": "5d",
  "easyApply": true,
  "link": "https://www.glassdoor.com/job-listing/..."
}

Use it in ChatGPT or Claude

Plug this Actor into an AI assistant via the Apify MCP server and ask in plain language:

"What do finance roles in Abu Dhabi pay on Glassdoor?"

"Find jobs in Qatar that list a salary range."

Your assistant maps the request onto the inputs and returns structured, ready-to-use results.

Frequently asked questions

How do I scrape Glassdoor jobs and salaries in the Gulf? Enter your keywords and a GCC country and the Actor returns Glassdoor listings — title, company, location and salary range where available.

Do I need a login or Glassdoor account? No. It reads publicly available Glassdoor pages — no login, no cookies.

Which countries are covered? UAE, Saudi Arabia, Qatar, Kuwait, Bahrain and Oman.

Does it include employer salary data? Yes, where Glassdoor shows a salary range on the listing.

What format is the output? A dataset you can export to JSON, CSV or Excel, or query via the API.

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More GCC data tools by Get Anything

Part of a suite of Gulf-focused public-data Actors. You may also want:

• Indeed Scraper — Gulf jobs, salaries & employers
• GCC Jobs Search — Free — every Gulf board + agencies, AI-ready
• GCC Jobs Aggregator — Bayt, GulfTalent & NaukriGulf
• UAE Hiring & Lead Signals — companies hiring now, AR/EN

🤖 Use with Claude or ChatGPT (MCP)

Run this actor from Claude, ChatGPT, Cursor or any MCP client via the Apify MCP server. In Claude Desktop: Settings → Connectors → Add custom connector → https://mcp.apify.com. Or expose just this tool:

{ "mcpServers": { "apify": { "url": "https://mcp.apify.com?tools=get_anything/glassdoor-gcc-jobs" } } }

Full guide: Connect Apify actors to Claude & ChatGPT.

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