# Jungle Jobs Search Scraper (`jobsapi/jungle-jobs-search-scraper`) Actor Scrape job listings from Welcome to the Jungle (formerly iimjobs.com), a modern recruitment platform. Extract job titles, companies, locations, salary ranges, and descriptions for tech, creative, and professional roles. - **URL**: https://apify.com/jobsapi/jungle-jobs-search-scraper.md - **Developed by:** [Jobs API](https://apify.com/jobsapi) (community) - **Categories:** Jobs, Automation, Developer tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## 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/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 ## Jungle Jobs Search Scraper Extract job listings from Jungle - a job discovery platform. Collect job titles, companies, locations, and descriptions. ### Features - **Keyword search** — find jobs by keyword, search term, or role - **Location filtering** — narrow results to specific cities, regions, or countries ### Use Cases - **Company-centric job discovery** — explore job postings with rich company profiles, culture insights, and transparency data from Welcome to the Jungle - **Tech and creative recruitment** — source candidates for roles in technology, design, product, and engineering with detailed context - **Employer branding intelligence** — analyze how companies present their culture, benefits, and values alongside job listings - **Startup and scale-up hiring trends** — monitor recruitment patterns at high-growth companies using mission-driven job postings ### Sample Input ```json { "mode": "search", "keywords": "frontend developer", "location": "Paris", "language": "en", "contractType": "", "remote": "", "experienceLevel": "", "maxJobs": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }, "maxItems": 100, "includeDetails": true, "websiteCountry": "en", "query": "frontend developer", "searchOnlyInJobTitle": false, "locationRadius": "20", "sortBy": "relevance" } ```` ### Sample Output ```json { "jobTitle": "Senior Frontend Developer", "companyName": "TechStartup SAS", "location": "Paris, France", "postedDate": "2025-06-12T00:00:00.000Z", "jobUrl": "https://www.welcometothejungle.com/en/jobs/123456", "description": "Join our engineering team to build the next generation of our web platform...", "searchQuery": "frontend developer", "searchLocation": "Paris", "scrapedAt": "2025-06-13T10:15:00.000Z" } ``` ### Input | Field | Type | Default | Required | Description | |-------|------|---------|----------|-------------| | `mode` | string | `search` | | Scraping mode: search by keyword or provide direct URLs | | `keywords` | string | - | | Job title or keywords (e.g. 'frontend developer', 'product manager') | | `location` | string | - | | City or region (e.g. Paris, London, Remote) | | `language` | string | `en` | | Welcome to the Jungle language/region | | `startUrls` | array | - | | Direct WTTJ job URLs to scrape (mode: jobUrl) | | `contractType` | string | ``| | Filter jobs by contract type (e.g. full-time, internship) | | `remote` | string |`` | | Filter by remote work availability | | `experienceLevel` | string | \`\` | | Filter by required experience level | | `maxJobs` | integer | `50` | | Maximum number of jobs to scrape | | `proxyConfiguration` | object | `{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"]}` | | Proxy configuration for the crawler (RESIDENTIAL recommended) | | `maxItems` | integer | `100` | | Maximum number of jobs to scrape. Set to 0 for unlimited. | | `includeDetails` | boolean | `true` | | Fetches full job details including description, application URL, skills, and company info. | | `websiteCountry` | string | `en` | | Selects the WTTJ regional website. | | `query` | string | - | | Free text search (job title, skills, keywords) | | `searchOnlyInJobTitle` | boolean | `false` | | When enabled, the search query only matches against job titles instead of all fields. | | `locationRadius` | string | `20` | | Search radius around the location. Only applies to city or region searches. | | `countryCode` | string | - | | Filter by country. Select from the list or type any ISO country code. | | `sortBy` | string | `relevance` | | Sort order for results | | `salaryMin` | integer | - | | Minimum annual salary filter | | `salaryMax` | integer | — | | Maximum salary filter (in local currency). Only show jobs paying at most this amount. | | `remoteFilter` | string | — | | Filter by work location type: Remote, Hybrid, On-site. | | `educationLevel` | string | — | | Filter by minimum education level: High School, Associate Degree, Bachelor's, Master's, Doctorate. | | `companySize` | string | - | | Filter by number of employees | | `sector` | array | - | | Filter by industry | | `occupation` | array | - | | Filter by occupation category | ### Output | Field | Description | |-------|-------------| | `title` | Title | | `company` | Company | | `location` | Location | | `jobUrl` | Job URL | | `scrapedAt` | Scraped At | | `description` | Description | | `jobId` | Job Id | | `companyUrl` | Company Url | | `contractType` | Contract Type | | `remote` | Remote | | `experienceLevel` | Experience Level | | `salaryMin` | Salary Min | | `name` | Job Title | | `url` | URL | | `organizationName` | Company | | `language` | Language | | `salaryMax` | Salary Max | | `salaryCurrency` | Currency | | `salaryPeriod` | Salary Period | | `educationLevel` | Education Level | | `publishedAt` | Published At | | `category` | Category | | `subcategory` | Subcategory | | `sectors` | Sectors | | `offices` | Offices | | `summary` | Summary | | `profile` | Profile | | `keyMissions` | Key Missions | | `skills` | Skills | | `tools` | Tools | | `benefits` | Benefits | | `applyUrl` | Apply URL | | `recruitmentProcess` | Recruitment Process | | `applicationFields` | Application Fields | | `atsQuestions` | ATS Questions | | `companySummary` | Company Summary | | `team` | Team | | `startDate` | Start Date | | `contractDurationMin` | Contract Duration Min | | `contractDurationMax` | Contract Duration Max | | `id` | ID | | `reference` | Reference | | `organizationSlug` | Organization Slug | | `organizationLogo` | Organization Logo | | `organizationEmployees` | Employees | | `organizationCreationYear` | Founded | | `organizationLabels` | Organization Labels | | `organizationCommitments` | Organization Commitments | | `organizationDescription` | Organization Description | | `organizationCoverImage` | Organization Cover Image | | `organizationRevenue` | Revenue | | `organizationTurnover` | Turnover | | `organizationGdprSetting` | GDPR Setting | | `organizationHasExternalAts` | Has External ATS | | `organizationAutomaticEmail` | Automatic Email | | `organizationWebsite` | Organization Website | | `organizationLinkedin` | LinkedIn | | `organizationTwitter` | Twitter | | `organizationFacebook` | Facebook | | `organizationInstagram` | Instagram | | `organizationIndustry` | Industry | | `organizationJobsCount` | Jobs Count | | `organizationAverageAge` | Average Age | | `organizationParityMen` | Parity Men % | | `organizationParityWomen` | Parity Women % | | `organizationHeadquarter` | Headquarter | ### Notes - **Proxy**: Residential proxy is highly recommended — set `proxyConfiguration: { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }` - **Rate limits**: Keep result limits reasonable per run to avoid IP bans - **Scheduling**: Use Apify Scheduler to run this actor on a recurring basis for a consistently fresh dataset # Actor input Schema ## `mode` (type: `string`): Scraping mode: search by keyword or provide direct URLs ## `keywords` (type: `string`): Job title or keywords (e.g. 'frontend developer', 'product manager') ## `startUrls` (type: `array`): Direct WTTJ job URLs to scrape (mode: jobUrl) ## `experienceLevel` (type: `string`): Filter by required experience level ## `maxJobs` (type: `integer`): Maximum number of jobs to scrape ## `proxyConfiguration` (type: `object`): Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking. ## `maxItems` (type: `integer`): Maximum number of jobs to scrape. Set to 0 for unlimited. ## `query` (type: `string`): Free text search (job title, skills, keywords) ## `salaryMin` (type: `integer`): Minimum annual salary filter ## `salaryMax` (type: `integer`): Maximum salary filter (in local currency). Only show jobs paying at most this amount. ## `remoteFilter` (type: `string`): Filter by work location type. ## `educationLevel` (type: `string`): Filter by minimum education level required. ## Actor input object example ```json { "mode": "search", "keywords": "frontend developer", "experienceLevel": "", "maxJobs": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" }, "maxItems": 100, "remoteFilter": "", "educationLevel": "" } ``` # Actor output Schema ## `dataset` (type: `string`): No description # 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": "frontend developer", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }; // Run the Actor and wait for it to finish const run = await client.actor("jobsapi/jungle-jobs-search-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": "frontend developer", "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "IN", }, } # Run the Actor and wait for it to finish run = client.actor("jobsapi/jungle-jobs-search-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": "frontend developer", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }' | apify call jobsapi/jungle-jobs-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jobsapi/jungle-jobs-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Jungle Jobs Search Scraper", "description": "Scrape job listings from Welcome to the Jungle (formerly iimjobs.com), a modern recruitment platform. Extract job titles, companies, locations, salary ranges, and descriptions for tech, creative, and professional roles.", "version": "0.0", "x-build-id": "0AYaFdKRtIKKQOyQQ" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jobsapi~jungle-jobs-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jobsapi-jungle-jobs-search-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/jobsapi~jungle-jobs-search-scraper/runs": { "post": { "operationId": "runs-sync-jobsapi-jungle-jobs-search-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/jobsapi~jungle-jobs-search-scraper/run-sync": { "post": { "operationId": "run-sync-jobsapi-jungle-jobs-search-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", "properties": { "mode": { "title": "Scraping Mode", "enum": [ "search", "jobUrl" ], "type": "string", "description": "Scraping mode: search by keyword or provide direct URLs", "default": "search" }, "keywords": { "title": "Job Keywords", "type": "string", "description": "Job title or keywords (e.g. 'frontend developer', 'product manager')" }, "startUrls": { "title": "Job URLs", "type": "array", "description": "Direct WTTJ job URLs to scrape (mode: jobUrl)", "items": { "type": "string" } }, "experienceLevel": { "title": "Experience Level", "enum": [ "", "less_than_2_years_xp", "between_2_5_years", "between_5_10_years", "more_than_10_years" ], "type": "string", "description": "Filter by required experience level", "default": "" }, "maxJobs": { "title": "Max Jobs", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Maximum number of jobs to scrape", "default": 50 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Optionally, use Apify Proxy or custom HTTP proxy to avoid IP address-based blocking.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "IN" } }, "maxItems": { "title": "Maximum items", "type": "integer", "description": "Maximum number of jobs to scrape. Set to 0 for unlimited.", "default": 100 }, "query": { "title": "Search query", "type": "string", "description": "Free text search (job title, skills, keywords)" }, "salaryMin": { "title": "Minimum yearly salary", "type": "integer", "description": "Minimum annual salary filter" }, "salaryMax": { "title": "Maximum Salary", "minimum": 0, "type": "integer", "description": "Maximum salary filter (in local currency). Only show jobs paying at most this amount." }, "remoteFilter": { "title": "Remote / On-site / Hybrid", "enum": [ "", "remote", "hybrid", "onsite" ], "type": "string", "description": "Filter by work location type.", "default": "" }, "educationLevel": { "title": "Education Level", "enum": [ "", "high_school", "associate", "bachelor", "master", "doctorate" ], "type": "string", "description": "Filter by minimum education level required.", "default": "" } } }, "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 } } } } } } } } } } ```