# Indeed Jobs Scraper - GCC Salaries & Employers (`get_anything/indeed-gcc-jobs`) Actor Scrape Indeed job listings across the GCC (UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman) with salary ranges, employment type, remote flag, company rating and apply links. Search by keyword and country. Uses a hardened browser to get past Indeed's anti-bot protection. - **URL**: https://apify.com/get\_anything/indeed-gcc-jobs.md - **Developed by:** [Get Anything](https://apify.com/get_anything) (community) - **Categories:** Jobs, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $5.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Indeed Jobs Scraper - GCC Salaries & Employers Scrape **Indeed** job listings across the Gulf - UAE, Saudi Arabia, Qatar, Kuwait, Bahrain and Oman - with the richest structured data of any regional board: **salary ranges, employment type, remote flag, company rating** and a direct apply link for every job. Indeed sits behind Cloudflare and its own anti-bot, so plain scrapers get a 403 "Security Check" page. This Actor drives **Camoufox**, a hardened fingerprint-spoofing browser, to get through reliably - the same way a normal visitor does. ### What you get for each job - Job title and company - Company rating (where Indeed has one) - Location, city and country - **Salary range** plus a parsed minimum + currency, when the employer provides one - Employment type (full-time, part-time, contract, temporary, internship) - Remote flag - Seniority level and job function, detected from the title - Posted date and a description snippet - Direct apply link ### Input | Field | Description | |---|---| | Keywords | One or more roles to search (e.g. "Accountant", "Sales Manager") | | Countries | Any mix of UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman | | Max jobs per search | Cap per keyword, per country (Indeed returns ~15/page; the Actor paginates) | | Proxy | Residential proxy strongly recommended - Indeed 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 Indeed listings (often 70-80%), which makes this a strong salary-benchmarking source for the region. ### Output example ```json { "title": "Senior Accountant", "company": "Pure Water Technology", "companyRating": 3.4, "location": "Abu Dhabi", "city": "Abu Dhabi", "country": "United Arab Emirates", "seniorityGuess": "Mid-Senior level", "functionGuess": "Finance", "employmentType": "full-time", "remote": false, "salaryText": "AED 5,000 - AED 8,000 a month", "salaryMin": 5000, "salaryCurrency": "AED", "postedDate": "2026-07-24", "link": "https://ae.indeed.com/viewjob?jk=..." } ```` ### Use it in ChatGPT or Claude Plug this Actor into an AI assistant via the [Apify MCP server](https://mcp.apify.com) and ask in plain language: > "Find accountant jobs in Dubai paying over AED 10,000 a month." > > "Show me full-time marketing roles in Riyadh with salary." Your assistant maps the request onto the inputs and returns structured, ready-to-use results. *** ### More GCC data tools by Get Anything Part of a suite of Gulf-focused public-data Actors. You may also want: - [Glassdoor Scraper](https://apify.com/get_anything/glassdoor-gcc-jobs) — Gulf jobs + employer salary data - [GCC Jobs Search](https://apify.com/get_anything/gcc-jobs-search) — **Free** — every Gulf board + agencies, AI-ready - [GCC Jobs Aggregator](https://apify.com/get_anything/gcc-jobs-aggregator) — Bayt, GulfTalent & NaukriGulf - [Remote Jobs Aggregator](https://apify.com/get_anything/remote-jobs-aggregator) — Remotive, RemoteOK, Himalayas # Actor input Schema ## `keywords` (type: `array`): One or more roles to search, e.g. 'Accountant', 'Sales Manager', 'Registered Nurse'. ## `countries` (type: `array`): Which Gulf countries to search on Indeed. ## `maxJobsPerSearch` (type: `integer`): Cap on jobs per keyword, per country. Indeed returns ~15 per page; the Actor paginates until this cap. ## `proxyConfiguration` (type: `object`): Residential proxies are strongly recommended - Indeed blocks datacenter IPs. ## Actor input object example ```json { "keywords": [ "Accountant" ], "countries": [ "uae" ], "maxJobsPerSearch": 60, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # Actor output Schema ## `results` (type: `string`): Structured Indeed job listings in the default dataset, one item per record. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "keywords": [ "Accountant" ], "countries": [ "uae" ], "maxJobsPerSearch": 60 }; // Run the Actor and wait for it to finish const run = await client.actor("get_anything/indeed-gcc-jobs").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "keywords": ["Accountant"], "countries": ["uae"], "maxJobsPerSearch": 60, } # Run the Actor and wait for it to finish run = client.actor("get_anything/indeed-gcc-jobs").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "keywords": [ "Accountant" ], "countries": [ "uae" ], "maxJobsPerSearch": 60 }' | apify call get_anything/indeed-gcc-jobs --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=get_anything/indeed-gcc-jobs", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Indeed Jobs Scraper - GCC Salaries & Employers", "description": "Scrape Indeed job listings across the GCC (UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman) with salary ranges, employment type, remote flag, company rating and apply links. Search by keyword and country. Uses a hardened browser to get past Indeed's anti-bot protection.", "version": "0.1", "x-build-id": "8eLiu4rvGyQpBBH4z" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/get_anything~indeed-gcc-jobs/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-get_anything-indeed-gcc-jobs", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/get_anything~indeed-gcc-jobs/runs": { "post": { "operationId": "runs-sync-get_anything-indeed-gcc-jobs", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/get_anything~indeed-gcc-jobs/run-sync": { "post": { "operationId": "run-sync-get_anything-indeed-gcc-jobs", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "keywords", "countries" ], "properties": { "keywords": { "title": "Job title / keywords", "type": "array", "description": "One or more roles to search, e.g. 'Accountant', 'Sales Manager', 'Registered Nurse'.", "default": [ "Accountant" ], "items": { "type": "string" } }, "countries": { "title": "Countries", "type": "array", "description": "Which Gulf countries to search on Indeed.", "items": { "type": "string", "enum": [ "uae", "saudi-arabia", "qatar", "kuwait", "bahrain", "oman" ], "enumTitles": [ "United Arab Emirates", "Saudi Arabia", "Qatar", "Kuwait", "Bahrain", "Oman" ] }, "default": [ "uae" ] }, "maxJobsPerSearch": { "title": "Max jobs per search", "type": "integer", "description": "Cap on jobs per keyword, per country. Indeed returns ~15 per page; the Actor paginates until this cap.", "default": 60 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Residential proxies are strongly recommended - Indeed blocks datacenter IPs.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```