# Hiring Surge Tracker — Companies Ramping Headcount (`qualifyops/ats-hiring-surge-monitor`) Actor Flag companies in a hiring surge from their public ATS boards: open roles, a per-department breakdown, and a surge flag when open roles exceed your threshold. A GTM buying-signal feed. No LinkedIn, no browser, no login. - **URL**: https://apify.com/qualifyops/ats-hiring-surge-monitor.md - **Developed by:** [QualifyOps](https://apify.com/qualifyops) (community) - **Categories:** Jobs, Lead generation, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $10.00 / 1,000 companies 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 ## ATS Hiring Surge Monitor — Greenhouse, Lever & Ashby **Flag companies in a hiring surge from their public ATS boards** — a GTM / buying-signal trigger feed. ### Try it in 60 seconds - **You give:** company ATS handles or board URLs, and a `surgeThreshold`. - **You get (one row per company):** open-role count, a **surge** flag, a per-department breakdown (sales / marketing / engineering / operations / product), top department, board URL. - **Price:** $0.01 per company (PAY_PER_EVENT). Set `onlySurging` to bill only flagged companies. - **Run it now:** press **Start**, paste companies. Reads official public Greenhouse/Lever/Ashby APIs — durable, ToS-safe, no login, no browser. ### For agents & automation Schedule it to detect when target companies enter a hiring surge, then trigger outbound. Pair with **ATS Hiring Signal Finder** (signal + score) and **Website Contact Enrichment** (contacts). # Actor input Schema ## `companies` (type: `array`): ATS sources as {"platform":"greenhouse|lever|ashby","slug":"company"}. ## `boardUrls` (type: `array`): Greenhouse/Lever/Ashby public board URLs. ## `surgeThreshold` (type: `integer`): Open roles at or above this count = surge (default 10). ## `onlySurging` (type: `boolean`): Only output (and bill) companies flagged as surging. ## Actor input object example ```json { "companies": [ { "platform": "greenhouse", "slug": "stripe" }, { "platform": "ashby", "slug": "ramp" } ], "boardUrls": [], "surgeThreshold": 10, "onlySurging": false } ```` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "companies": [ { "platform": "greenhouse", "slug": "stripe" }, { "platform": "ashby", "slug": "ramp" } ], "boardUrls": [] }; // Run the Actor and wait for it to finish const run = await client.actor("qualifyops/ats-hiring-surge-monitor").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${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 = { "companies": [ { "platform": "greenhouse", "slug": "stripe", }, { "platform": "ashby", "slug": "ramp", }, ], "boardUrls": [], } # Run the Actor and wait for it to finish run = client.actor("qualifyops/ats-hiring-surge-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 '{ "companies": [ { "platform": "greenhouse", "slug": "stripe" }, { "platform": "ashby", "slug": "ramp" } ], "boardUrls": [] }' | apify call qualifyops/ats-hiring-surge-monitor --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=qualifyops/ats-hiring-surge-monitor", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Hiring Surge Tracker — Companies Ramping Headcount", "description": "Flag companies in a hiring surge from their public ATS boards: open roles, a per-department breakdown, and a surge flag when open roles exceed your threshold. A GTM buying-signal feed. No LinkedIn, no browser, no login.", "version": "0.1", "x-build-id": "f4cl9iuq6D5zqDGyO" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/qualifyops~ats-hiring-surge-monitor/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-qualifyops-ats-hiring-surge-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/qualifyops~ats-hiring-surge-monitor/runs": { "post": { "operationId": "runs-sync-qualifyops-ats-hiring-surge-monitor", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/qualifyops~ats-hiring-surge-monitor/run-sync": { "post": { "operationId": "run-sync-qualifyops-ats-hiring-surge-monitor", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "companies": { "title": "Companies (platform + slug)", "type": "array", "description": "ATS sources as {\"platform\":\"greenhouse|lever|ashby\",\"slug\":\"company\"}." }, "boardUrls": { "title": "Or paste board URLs", "type": "array", "description": "Greenhouse/Lever/Ashby public board URLs.", "items": { "type": "string" } }, "surgeThreshold": { "title": "Surge threshold", "minimum": 1, "type": "integer", "description": "Open roles at or above this count = surge (default 10).", "default": 10 }, "onlySurging": { "title": "Only surging companies", "type": "boolean", "description": "Only output (and bill) companies flagged as surging.", "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 } } } } } } } } } } ```