# JobsPipe - Job Search API (30+ sources, one schema) (`jobspipe/jobspipe-job-search`) Actor Search millions of live job postings from LinkedIn, Y Combinator and company career pages, normalized into one clean schema. Filter by title, keyword/skill, country, remote, salary, recency and more. - **URL**: https://apify.com/jobspipe/jobspipe-job-search.md - **Developed by:** [JobsPipe](https://apify.com/jobspipe) (community) - **Categories:** Jobs, Lead generation - **Stats:** 5 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.50 / 1,000 api calls This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. 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/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 ## JobsPipe - Job Search API **Every job posting, one API.** Search millions of live job postings from **30+ sources** (LinkedIn, Y Combinator, and thousands of company career pages) normalized into a single clean schema. No scraping, no proxies, no per-site parsers to maintain - one input, structured jobs out. Powered by [JobsPipe](https://jobspipe.dev). This Actor wraps the production `POST /v1/jobs/search` endpoint, so you get the same fresh data the API serves, billed per request. --- ### What you can do - Find every **remote Python** role posted in the **last 7 days** in the **US** - Track who is hiring for a **specific skill** (`kubernetes`, `rust`, `django`) - Build a jobs board, ATS feed, or sourcing tool without running a single scraper - Monitor hiring at named companies - Pull a salary dataset for market research ### Sources LinkedIn, Y Combinator, and 30+ collectors covering company career pages. Every posting is deduplicated and given a **stable JobsPipe ID** - the same job keeps the same ID across sources. ### Input Leave everything blank for the newest jobs across all sources, or combine any filters. Filters are AND-ed together; values inside a list are OR-ed. | Field | Description | | --- | --- | | **Job titles** | Match jobs whose title contains any of these, e.g. `python developer`, `data engineer` | | **Description keywords / skills** | Match jobs mentioning any of these, e.g. `django`, `postgresql` | | **Exclude job titles** | Drop titles containing these words | | **Exclude description keywords** | Drop descriptions containing these words | | **Country codes** | ISO codes, e.g. `US`, `GB`, `DE` | | **Remote only** | Return only remote jobs | | **Employment types** | `full-time`, `part-time`, `contract`, `temporary`, `internship` | | **Sources** | Restrict to e.g. `linkedin`, `ycombinator` | | **Seniority levels** | e.g. `junior`, `mid`, `senior`, `lead` | | **Company names** | Partial match on company name | | **Posted within (days)** | Only jobs newer than N days | | **Max jobs to return** | Stops after N jobs (pages automatically) | #### Example input ```json { "descriptionKeywords": ["python", "django"], "countries": ["US"], "remote": true, "postedWithinDays": 7, "maxItems": 100 } ```` ### Output One dataset item per job. The **Overview** tab shows the key columns (title, company, location, remote, salary, URL); the full record includes salary in USD, normalized location, seniority, technology tags, the full description, and the resolved apply URL. ```json { "id": "jp_7f3a9c21", "job_title": "Senior Python Engineer", "company": "Acme Robotics", "company_domain": "acme.com", "location": "Remote (US)", "country_code": "US", "remote": true, "date_posted": "2026-06-24", "min_annual_salary_usd": 160000, "max_annual_salary_usd": 210000, "url": "https://acme.com/careers/senior-python-engineer", "technology_slugs": ["python", "django", "postgresql"] } ``` ### Pricing **Pay per result page.** You are charged **$0.0005 per API request** - one request returns up to 500 jobs, and the Actor pages automatically until it reaches your **Max jobs**. So 100 jobs is a single request ($0.0005); 5,000 jobs is ten requests ($0.005). No subscription, no minimum. This mirrors [jobspipe.dev pricing](https://jobspipe.dev/pricing) - the same per-request rate as the Builder plan. ### Need the raw API? This Actor is a convenience wrapper. For high-volume, low-latency, or agent use, go direct: [jobspipe.dev](https://jobspipe.dev) - REST, [MCP server](https://jobspipe.dev), and an official [Python SDK](https://pypi.org/project/jobspipe/). # Actor input Schema ## `searchTerms` (type: `array`): Return jobs whose title contains any of these phrases, e.g. "python developer", "data engineer". ## `descriptionKeywords` (type: `array`): Return jobs whose description mentions any of these, e.g. a skill or technology: "django", "kubernetes". ## `excludeTitles` (type: `array`): Drop jobs whose title contains any of these words, e.g. "senior", "manager". ## `excludeKeywords` (type: `array`): Drop jobs whose description contains any of these words. ## `countries` (type: `array`): ISO 3166-1 alpha-2 country codes, e.g. "US", "GB", "DE". Leave blank for worldwide. ## `remote` (type: `boolean`): Tick to return only remote jobs. Leave unticked to include everything. ## `employmentTypes` (type: `array`): Any of: full-time, part-time, contract, temporary, internship. ## `sources` (type: `array`): Restrict to specific collector sources, e.g. "linkedin", "ycombinator". Leave blank for all 30+ sources. ## `seniority` (type: `array`): e.g. "junior", "mid", "senior", "lead". ## `companies` (type: `array`): Return jobs at companies whose name contains any of these, e.g. "stripe", "acme". ## `postedWithinDays` (type: `integer`): Only return jobs posted within this many days. Leave blank for any age. ## `maxItems` (type: `integer`): Stop after this many jobs. The Actor pages through results automatically; one upstream request (up to 500 jobs) is billed per page. ## Actor input object example ```json { "searchTerms": [ "python developer", "backend engineer" ], "descriptionKeywords": [ "django", "postgresql" ], "countries": [ "US", "GB" ], "remote": false, "employmentTypes": [ "full-time" ], "postedWithinDays": 7, "maxItems": 100 } ``` # 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 = { "searchTerms": [ "python developer" ] }; // Run the Actor and wait for it to finish const run = await client.actor("jobspipe/jobspipe-job-search").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 = { "searchTerms": ["python developer"] } # Run the Actor and wait for it to finish run = client.actor("jobspipe/jobspipe-job-search").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 '{ "searchTerms": [ "python developer" ] }' | apify call jobspipe/jobspipe-job-search --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jobspipe/jobspipe-job-search", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "JobsPipe - Job Search API (30+ sources, one schema)", "description": "Search millions of live job postings from LinkedIn, Y Combinator and company career pages, normalized into one clean schema. Filter by title, keyword/skill, country, remote, salary, recency and more.", "version": "0.1", "x-build-id": "slecSppCjMZQHZPbd" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jobspipe~jobspipe-job-search/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jobspipe-jobspipe-job-search", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/jobspipe~jobspipe-job-search/runs": { "post": { "operationId": "runs-sync-jobspipe-jobspipe-job-search", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/jobspipe~jobspipe-job-search/run-sync": { "post": { "operationId": "run-sync-jobspipe-jobspipe-job-search", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "searchTerms": { "title": "Job titles (match any)", "type": "array", "description": "Return jobs whose title contains any of these phrases, e.g. \"python developer\", \"data engineer\".", "items": { "type": "string" } }, "descriptionKeywords": { "title": "Description keywords / skills (match any)", "type": "array", "description": "Return jobs whose description mentions any of these, e.g. a skill or technology: \"django\", \"kubernetes\".", "items": { "type": "string" } }, "excludeTitles": { "title": "Exclude job titles", "type": "array", "description": "Drop jobs whose title contains any of these words, e.g. \"senior\", \"manager\".", "items": { "type": "string" } }, "excludeKeywords": { "title": "Exclude description keywords", "type": "array", "description": "Drop jobs whose description contains any of these words.", "items": { "type": "string" } }, "countries": { "title": "Country codes (match any)", "type": "array", "description": "ISO 3166-1 alpha-2 country codes, e.g. \"US\", \"GB\", \"DE\". Leave blank for worldwide.", "items": { "type": "string" } }, "remote": { "title": "Remote only", "type": "boolean", "description": "Tick to return only remote jobs. Leave unticked to include everything.", "default": false }, "employmentTypes": { "title": "Employment types (match any)", "type": "array", "description": "Any of: full-time, part-time, contract, temporary, internship.", "items": { "type": "string" } }, "sources": { "title": "Sources (match any)", "type": "array", "description": "Restrict to specific collector sources, e.g. \"linkedin\", \"ycombinator\". Leave blank for all 30+ sources.", "items": { "type": "string" } }, "seniority": { "title": "Seniority levels (match any)", "type": "array", "description": "e.g. \"junior\", \"mid\", \"senior\", \"lead\".", "items": { "type": "string" } }, "companies": { "title": "Company names (partial match, any)", "type": "array", "description": "Return jobs at companies whose name contains any of these, e.g. \"stripe\", \"acme\".", "items": { "type": "string" } }, "postedWithinDays": { "title": "Posted within (days)", "minimum": 1, "type": "integer", "description": "Only return jobs posted within this many days. Leave blank for any age." }, "maxItems": { "title": "Max jobs to return", "minimum": 1, "type": "integer", "description": "Stop after this many jobs. The Actor pages through results automatically; one upstream request (up to 500 jobs) is billed per page.", "default": 100 } } }, "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 } } } } } } } } } } ```