# Public ATS Hiring Signals Monitor (`sgforce/public-ats-hiring-signals-monitor`) Actor Monitor public Greenhouse, Lever, Ashby, Workable, and Recruitee job boards. Export clean hiring-signal rows for sales, recruiting, market research, and API workflows. - **URL**: https://apify.com/sgforce/public-ats-hiring-signals-monitor.md - **Developed by:** [Francesco Scilipoti](https://apify.com/sgforce) (community) - **Categories:** Business - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $1.50 / 1,000 job rows 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 ## Public ATS Hiring Signals Monitor ![Public ATS Hiring Signals Monitor data foundation hero](https://scilipoti.de/assets/apify-store/public-ats-hiring-signals-monitor.png) Monitor public company job boards and turn open roles into normalized hiring signals. The Actor reads known public endpoints for Greenhouse, Lever, Ashby, Workable, and Recruitee, then exports jobs with company, role, location, remote hints, inferred seniority, skills, and source health. ### What it returns - one row per public job with `jobId`, `companyName`, `provider`, title, department, location, employment type, apply URL, job URL, and detected time - `remote`, `hybrid`, `seniority`, `roleFamily`, and `skills` inferred from title, location, and description text - `hiringSignal` and `rankScore` for sorting teams that are actively hiring in a category - `SUMMARY.sourceHealth` grouped by provider and board, including HTTP status, fetched counts, returned counts, and errors - optional `newOnly` state for daily or weekly monitoring ### Inputs - `boardUrls`: best option when you already know the public careers URL - `companySlugs`: ATS slugs such as `stripe` or `openai` - `atsProviders`: providers to try for slugs - `keyword`, `location`, `department`, `remoteOnly`: filters for focused monitoring - `maxItems`, `newOnly`, `stateKey`, `resetSeen`: output and state controls ### Provider notes Greenhouse, Lever, and Ashby have stable public JSON endpoints. Workable and Recruitee availability varies by board; when a board rejects public JSON access, the Actor records that in `SUMMARY.sourceHealth` and continues with the remaining boards. # Actor input Schema ## `companyDomains` (type: `array`): Company domains used for output enrichment and board URL hints. ## `companySlugs` (type: `array`): ATS board slugs, for example stripe, openai, airbnb. ## `boardUrls` (type: `array`): Public job board URLs from Greenhouse, Lever, Ashby, Workable, or Recruitee. ## `atsProviders` (type: `array`): Providers to try for company slugs. Supported values: greenhouse, lever, ashby, workable, recruitee. ## `keyword` (type: `string`): Case-insensitive filter across title, department, location, and description. ## `location` (type: `string`): Case-insensitive location filter. ## `department` (type: `string`): Case-insensitive department or team filter. ## `remoteOnly` (type: `boolean`): Only return jobs with remote hints in location, title, or description. ## `maxItems` (type: `integer`): Maximum normalized jobs returned. ## `newOnly` (type: `boolean`): Return only jobs not seen before for this state key. ## `stateKey` (type: `string`): Stable key for newOnly state. ## `resetSeen` (type: `boolean`): Clear previous seen IDs for this state key before the run. ## Actor input object example ```json { "remoteOnly": false, "maxItems": 100, "newOnly": false, "resetSeen": false } ```` # 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 = {}; // Run the Actor and wait for it to finish const run = await client.actor("sgforce/public-ats-hiring-signals-monitor").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 = {} # Run the Actor and wait for it to finish run = client.actor("sgforce/public-ats-hiring-signals-monitor").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 '{}' | apify call sgforce/public-ats-hiring-signals-monitor --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=sgforce/public-ats-hiring-signals-monitor", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Public ATS Hiring Signals Monitor", "description": "Monitor public Greenhouse, Lever, Ashby, Workable, and Recruitee job boards. Export clean hiring-signal rows for sales, recruiting, market research, and API workflows.", "version": "0.1", "x-build-id": "kfa12zKFv7sr0czcf" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/sgforce~public-ats-hiring-signals-monitor/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-sgforce-public-ats-hiring-signals-monitor", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/sgforce~public-ats-hiring-signals-monitor/runs": { "post": { "operationId": "runs-sync-sgforce-public-ats-hiring-signals-monitor", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/sgforce~public-ats-hiring-signals-monitor/run-sync": { "post": { "operationId": "run-sync-sgforce-public-ats-hiring-signals-monitor", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "companyDomains": { "title": "Company domains", "type": "array", "description": "Company domains used for output enrichment and board URL hints.", "items": { "type": "string" } }, "companySlugs": { "title": "Company slugs", "type": "array", "description": "ATS board slugs, for example stripe, openai, airbnb.", "items": { "type": "string" } }, "boardUrls": { "title": "Board URLs", "type": "array", "description": "Public job board URLs from Greenhouse, Lever, Ashby, Workable, or Recruitee.", "items": { "type": "string" } }, "atsProviders": { "title": "ATS providers", "type": "array", "description": "Providers to try for company slugs. Supported values: greenhouse, lever, ashby, workable, recruitee.", "items": { "type": "string" } }, "keyword": { "title": "Keyword", "type": "string", "description": "Case-insensitive filter across title, department, location, and description." }, "location": { "title": "Location", "type": "string", "description": "Case-insensitive location filter." }, "department": { "title": "Department", "type": "string", "description": "Case-insensitive department or team filter." }, "remoteOnly": { "title": "Remote only", "type": "boolean", "description": "Only return jobs with remote hints in location, title, or description.", "default": false }, "maxItems": { "title": "Max items", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum normalized jobs returned.", "default": 100 }, "newOnly": { "title": "Only new jobs", "type": "boolean", "description": "Return only jobs not seen before for this state key.", "default": false }, "stateKey": { "title": "Monitoring state key", "type": "string", "description": "Stable key for newOnly state." }, "resetSeen": { "title": "Reset seen jobs", "type": "boolean", "description": "Clear previous seen IDs for this state key before the run.", "default": false } } }, "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 } } } } } } } } } } ```