# Job Scraper & Hiring Signals — Greenhouse, Lever, Ashby (Vigia) (`om_kh/vigia-clean-jobs-delta`) Actor Track who's hiring across Greenhouse, Lever & Ashby. Enriched hiring intelligence (function, seniority, salary, recency). Monitor mode: pay only for new & changed roles; closed roles free. - **URL**: https://apify.com/om\_kh/vigia-clean-jobs-delta.md - **Developed by:** [omar khandji](https://apify.com/om_kh) (community) - **Categories:** Business, Automation - **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $6.00 / 1,000 new or updated jobs 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/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 ## Vigia Clean Jobs & Hiring Delta **Track who's hiring across Greenhouse, Lever, and Ashby — and pay only for what's new.** Point Vigia at any public company job board and get clean, enriched hiring intelligence — not a raw dump. Perfect for sales/hiring-intent teams, recruiters, and market researchers who need to know *who is hiring, for what, and how fast*. ### Why choose Vigia - **4 sources, one Actor** — Greenhouse, Lever, Ashby, and SmartRecruiters. Most competitors cover only one. - **Enriched, not raw** — every role gets a normalized `function` (Engineering, Sales, Product, Data & AI…), a derived `seniority`, a cleaned `department`, and recency signals (`posted_within_days`, `is_recent`). Ashby roles include a best-effort `salary` band. - **Hiring signal & growth** — each run returns an aggregate `hiring_signal` (open roles by function, seniority, location) and, in monitor mode, `hiring_growth` — the percent change per function since the last run (e.g. *Sales +30% this month*). This is the sales-intelligence layer. - **Delta monitoring** — turn on monitor mode and later runs return **only new & changed roles**. Closed roles are delivered free. - **Fair, transparent pricing** — you are charged **only** for new/updated roles. A hard `maxTotalChargeUsd` cap protects every run. You are never billed without a result. - **Clean output** — structured JSON/CSV ready for your CRM, n8n, or Make. ### Input Provide one or more public board handles: - `greenhouseBoards` — e.g. `["stripe"]` - `leverCompanies` — e.g. `["gopuff"]` - `ashbyBoards` — e.g. `["openai"]` - `smartRecruitersCompanies` — e.g. `["Visa"]` - `monitorEnabled` — first run stores a free baseline; later runs deliver only new results. - `monitorId` — optional name to keep separate targets independent. - `maxTotalChargeUsd` — hard spend cap for the run. You can also pass your own `currentJobs` / `previousJobs` arrays if you bring your own authorized data. ### Output One row per changed role: `change_type` (new / updated / closed), `title`, `company`, `location`, `department`, `function`, `seniority`, `posted_within_days`, `is_recent`, `salary` (when available), `source_url`, and `source`. ### Notes - Uses only public, authorized ATS endpoints. No direct LinkedIn/Trustpilot scraping. - New and updated roles are charged after delivery; closed roles are free. # Actor input Schema ## `previousJobs` (type: `array`): Jobs from the prior run; used to return only new openings. ## `currentJobs` (type: `array`): Current jobs supplied by the customer or authorized source. ## `greenhouseBoards` (type: `array`): Optional public Greenhouse board tokens, for example acme. ## `leverCompanies` (type: `array`): Optional public Lever company handles, for example netflix. ## `ashbyBoards` (type: `array`): Optional public Ashby job board names, for example ramp. ## `smartRecruitersCompanies` (type: `array`): Optional public SmartRecruiters company identifiers, for example Visa. ## `maxTotalChargeUsd` (type: `number`): Hard maximum amount that this run may charge. ## `sources` (type: `array`): Declare every upstream source before this run. Each item needs name, authorization, and estimated_cost_usd. ## `monitorEnabled` (type: `boolean`): The first monitored run stores a free baseline. Later runs deliver and charge only new results. ## `monitorId` (type: `string`): Pins the persistent baseline to a name of your choice. Leave empty to derive it automatically from the Greenhouse boards. Use distinct IDs to track separate targets independently. ## Actor input object example ```json { "previousJobs": [], "currentJobs": [ { "source_url": "https://careers.example/jobs/sales", "title": "Sales", "company": "Example", "location": "Remote" } ], "greenhouseBoards": [], "leverCompanies": [], "ashbyBoards": [], "smartRecruitersCompanies": [], "maxTotalChargeUsd": 1, "sources": [ { "name": "Customer-authorized input", "authorization": "customer_authorized", "estimated_cost_usd": 0 } ], "monitorEnabled": false, "monitorId": "" } ```` # 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("om_kh/vigia-clean-jobs-delta").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("om_kh/vigia-clean-jobs-delta").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 om_kh/vigia-clean-jobs-delta --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=om_kh/vigia-clean-jobs-delta", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Job Scraper & Hiring Signals — Greenhouse, Lever, Ashby (Vigia)", "description": "Track who's hiring across Greenhouse, Lever & Ashby. Enriched hiring intelligence (function, seniority, salary, recency). Monitor mode: pay only for new & changed roles; closed roles free.", "version": "0.1", "x-build-id": "BIcsmtedj32POcIWw" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/om_kh~vigia-clean-jobs-delta/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-om_kh-vigia-clean-jobs-delta", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/om_kh~vigia-clean-jobs-delta/runs": { "post": { "operationId": "runs-sync-om_kh-vigia-clean-jobs-delta", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/om_kh~vigia-clean-jobs-delta/run-sync": { "post": { "operationId": "run-sync-om_kh-vigia-clean-jobs-delta", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": [ "currentJobs", "maxTotalChargeUsd" ], "properties": { "previousJobs": { "title": "Previous jobs", "type": "array", "description": "Jobs from the prior run; used to return only new openings.", "default": [] }, "currentJobs": { "title": "Current jobs", "type": "array", "description": "Current jobs supplied by the customer or authorized source.", "default": [ { "source_url": "https://careers.example/jobs/sales", "title": "Sales", "company": "Example", "location": "Remote" } ] }, "greenhouseBoards": { "title": "Greenhouse board tokens", "type": "array", "description": "Optional public Greenhouse board tokens, for example acme.", "default": [], "items": { "type": "string" } }, "leverCompanies": { "title": "Lever company handles", "type": "array", "description": "Optional public Lever company handles, for example netflix.", "default": [], "items": { "type": "string" } }, "ashbyBoards": { "title": "Ashby job board names", "type": "array", "description": "Optional public Ashby job board names, for example ramp.", "default": [], "items": { "type": "string" } }, "smartRecruitersCompanies": { "title": "SmartRecruiters company ids", "type": "array", "description": "Optional public SmartRecruiters company identifiers, for example Visa.", "default": [], "items": { "type": "string" } }, "maxTotalChargeUsd": { "title": "Maximum Vigia charge (USD)", "minimum": 0, "type": "number", "description": "Hard maximum amount that this run may charge.", "default": 1 }, "sources": { "title": "Declared upstream sources and estimated costs", "type": "array", "description": "Declare every upstream source before this run. Each item needs name, authorization, and estimated_cost_usd.", "default": [ { "name": "Customer-authorized input", "authorization": "customer_authorized", "estimated_cost_usd": 0 } ] }, "monitorEnabled": { "title": "Monitor only new results", "type": "boolean", "description": "The first monitored run stores a free baseline. Later runs deliver and charge only new results.", "default": false }, "monitorId": { "title": "Monitor ID (optional)", "type": "string", "description": "Pins the persistent baseline to a name of your choice. Leave empty to derive it automatically from the Greenhouse boards. Use distinct IDs to track separate targets independently.", "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 } } } } } } } } } } ```