# Indeed Jobs Scraper | $2/1K | Real-Time, No Login (`apivault_labs/indeed-jobs-scraper`) Actor Scrape Indeed.com job listings in real-time — title, company, salary, location, job type, description. No login required. - **URL**: https://apify.com/apivault\_labs/indeed-jobs-scraper.md - **Developed by:** [Apivault Labs](https://apify.com/apivault_labs) (community) - **Categories:** Jobs, Lead generation - **Stats:** 3 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.00 / 1,000 job extracteds 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 a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. 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.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.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/platform/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 | $2/1K | Real-Time, No Login Scrape Indeed.com job listings in real-time. Get job title, company, salary, location, job type, description, posted date, and company rating. Perfect for recruiters, job aggregators, and B2B lead generation. ### ✨ Key Features - 🔄 Real-time scraping — always fresh jobs - 💰 Salary ranges extracted where disclosed - ⭐ Company ratings on Indeed - 🌍 11 Indeed marketplaces: US, UK, CA, AU, DE, FR, IT, ES, NL, IN, SG - 📄 Multi-page scraping — up to 20 pages per search - 🏢 Optional deduplication by company (B2B leads) - ↕️ Sort by date (newest first) or relevance - 🔒 No login, no API key ### Input #### Basic search ```json { "keywords": "software engineer", "location": "Remote", "maxPages": 3 } ```` #### B2B lead generation (unique companies) ```json { "keywords": "marketing manager", "location": "New York, NY", "maxPages": 5, "deduplicateCompanies": true } ``` #### International search ```json { "keywords": "data analyst", "location": "London", "country": "uk", "maxPages": 5 } ``` #### Input Parameters | Field | Type | Required | Description | |-------|------|----------|-------------| | `keywords` | string | ✅ | Job title or keywords | | `location` | string | ❌ | City, state, country, or "Remote" | | `country` | string | ❌ | Indeed domain: `www`/`uk`/`ca`/`au`/`de`/`fr`/`it`/`es`/`nl`/`in`/`sg` (default: `www`) | | `maxPages` | int | ❌ | Pages to scrape, 1-20 (default: 3) | | `sortBy` | string | ❌ | `date` or `relevance` (default: `date`) | | `extractTitle` / `extractCompany` / `extractLocation` / `extractSalary` / `extractJobType` / `extractDescription` / `extractDate` / `extractRating` | bool | ❌ | Toggle fields (all default true) | | `deduplicateCompanies` | bool | ❌ | Keep only one job per company (default: false) | | `maxConcurrency` | int | ❌ | Parallel page scrapes (default: 2) | | `timeout` | int | ❌ | Timeout per page (default: 120) | ### Output One dataset row per job: ```json { "success": true, "source": "indeed", "jobTitle": "Senior Software Engineer", "companyName": "Acme Corp", "location": "Remote", "salary": "$120,000 - $180,000 a year", "jobType": "Full-time", "description": "We are looking for an experienced engineer to lead our platform team...", "postedDate": "2 days ago", "companyRating": 4.2, "jobUrl": "https://www.indeed.com/viewjob?jk=abc123" } ``` ### Use Cases - **Job aggregators** — feed your site with fresh listings - **B2B lead generation** — companies hiring = companies with budget - **Recruiting / staffing** — monitor openings for your candidates - **Market intelligence** — track hiring trends in your industry - **Competitor analysis** — see what roles competitors are hiring for - **Sales prospecting** — personalize outreach with current hiring signals ### Pricing - **$0.002 per job** ($2 per 1,000 jobs) - Pay only for unique jobs extracted - Empty or duplicate results are free ### How it works Builds Indeed search URL from your keywords and location, paginates with `?start=10&start=20...`, scrapes each page through Thunderbit's rendering engine, deduplicates identical jobs by title+company+location fingerprint. Typical coverage: - 1 page → ~15-30 jobs - 3 pages → ~50-90 jobs - 10 pages → ~150-300 jobs ### Tips - Use `sortBy: date` for the freshest listings - Use `deduplicateCompanies: true` when building prospect lists for B2B outreach - Start with `maxPages: 3` to validate your query, then scale up - Popular cities give more results than small towns - Combine **Indeed + LinkedIn + Glassdoor** by running multiple actors for full market coverage # Actor input Schema ## `keywords` (type: `string`): Job title or keywords to search. Examples: 'software engineer', 'marketing manager', 'data analyst'. ## `location` (type: `string`): City, state, country or 'Remote'. Examples: 'New York, NY', 'San Francisco, CA', 'Remote'. ## `country` (type: `string`): Which Indeed region to search (affects the site domain) ## `maxPages` (type: `integer`): Number of result pages to scrape (each ~15-30 jobs). Recommended: 3. ## `sortBy` (type: `string`): Sort order of job listings ## `extractTitle` (type: `boolean`): Extract job position title ## `extractCompany` (type: `boolean`): Extract hiring company name ## `extractLocation` (type: `boolean`): Extract job location / remote flag ## `extractSalary` (type: `boolean`): Extract salary range where disclosed ## `extractJobType` (type: `boolean`): Full-time, Part-time, Contract, Internship, etc. ## `extractDescription` (type: `boolean`): Extract job description / summary ## `extractDate` (type: `boolean`): Extract when the job was posted ## `extractRating` (type: `boolean`): Extract company rating on Indeed ## `deduplicateCompanies` (type: `boolean`): If enabled, only the first job from each unique company is kept (great for B2B lead generation). ## `maxConcurrency` (type: `integer`): Parallel page scrapes (2-3 recommended) ## `timeout` (type: `integer`): Max wait time per Indeed page ## Actor input object example ```json { "keywords": "software engineer", "location": "Remote", "country": "www", "maxPages": 3, "sortBy": "date", "extractTitle": true, "extractCompany": true, "extractLocation": true, "extractSalary": true, "extractJobType": true, "extractDescription": true, "extractDate": true, "extractRating": true, "deduplicateCompanies": false, "maxConcurrency": 2, "timeout": 120 } ``` # 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": "software engineer", "location": "Remote" }; // Run the Actor and wait for it to finish const run = await client.actor("apivault_labs/indeed-jobs-scraper").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": "software engineer", "location": "Remote", } # Run the Actor and wait for it to finish run = client.actor("apivault_labs/indeed-jobs-scraper").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": "software engineer", "location": "Remote" }' | apify call apivault_labs/indeed-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=apivault_labs/indeed-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Indeed Jobs Scraper | $2/1K | Real-Time, No Login", "description": "Scrape Indeed.com job listings in real-time — title, company, salary, location, job type, description. No login required.", "version": "1.0", "x-build-id": "rKwirzlE8NVA3cvs8" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/apivault_labs~indeed-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-apivault_labs-indeed-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/apivault_labs~indeed-jobs-scraper/runs": { "post": { "operationId": "runs-sync-apivault_labs-indeed-jobs-scraper", "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/apivault_labs~indeed-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-apivault_labs-indeed-jobs-scraper", "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" ], "properties": { "keywords": { "title": "Job Keywords", "type": "string", "description": "Job title or keywords to search. Examples: 'software engineer', 'marketing manager', 'data analyst'." }, "location": { "title": "Location", "type": "string", "description": "City, state, country or 'Remote'. Examples: 'New York, NY', 'San Francisco, CA', 'Remote'." }, "country": { "title": "Indeed Country Domain", "enum": [ "www", "uk", "ca", "au", "de", "fr", "it", "es", "nl", "in", "sg" ], "type": "string", "description": "Which Indeed region to search (affects the site domain)", "default": "www" }, "maxPages": { "title": "Pages to scrape", "minimum": 1, "maximum": 20, "type": "integer", "description": "Number of result pages to scrape (each ~15-30 jobs). Recommended: 3.", "default": 3 }, "sortBy": { "title": "Sort by", "enum": [ "relevance", "date" ], "type": "string", "description": "Sort order of job listings", "default": "date" }, "extractTitle": { "title": "Job Title", "type": "boolean", "description": "Extract job position title", "default": true }, "extractCompany": { "title": "Company Name", "type": "boolean", "description": "Extract hiring company name", "default": true }, "extractLocation": { "title": "Job Location", "type": "boolean", "description": "Extract job location / remote flag", "default": true }, "extractSalary": { "title": "Salary", "type": "boolean", "description": "Extract salary range where disclosed", "default": true }, "extractJobType": { "title": "Job Type", "type": "boolean", "description": "Full-time, Part-time, Contract, Internship, etc.", "default": true }, "extractDescription": { "title": "Description Snippet", "type": "boolean", "description": "Extract job description / summary", "default": true }, "extractDate": { "title": "Posted Date", "type": "boolean", "description": "Extract when the job was posted", "default": true }, "extractRating": { "title": "Company Rating", "type": "boolean", "description": "Extract company rating on Indeed", "default": true }, "deduplicateCompanies": { "title": "Keep only one job per company", "type": "boolean", "description": "If enabled, only the first job from each unique company is kept (great for B2B lead generation).", "default": false }, "maxConcurrency": { "title": "Max Concurrency", "minimum": 1, "maximum": 5, "type": "integer", "description": "Parallel page scrapes (2-3 recommended)", "default": 2 }, "timeout": { "title": "Timeout per page (seconds)", "minimum": 30, "maximum": 300, "type": "integer", "description": "Max wait time per Indeed page", "default": 120 } } }, "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 } } } } } } } } } } ```