# Multi-ATS Job Change Monitor (`neuton/multi-ats-job-change-monitor`) Actor

Monitor public ATS boards for new, changed, and removed-from-board jobs with persistent snapshots and before-after evidence.

- **URL**: https://apify.com/neuton/multi-ats-job-change-monitor.md
- **Developed by:** [Neuton Scripts](https://apify.com/neuton) (community)
- **Categories:** Jobs, Business, Lead generation
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$15.00 / 1,000 results

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 web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## Multi-ATS Job Change Monitor

Monitor public ATS boards for new, changed, and removed-from-board jobs with persistent snapshots and before-after evidence. Built for job boards, recruiters, sales intelligence, investors, and labour-market data teams.

### Start in 30 seconds

```json
{
  "boards": [
    {
      "provider": "greenhouse",
      "slug": "stripe",
      "company": "Stripe"
    }
  ],
  "snapshotKey": "stripe-jobs",
  "maxResults": 1000,
  "includeInitialSnapshot": false
}
```

Run the example, inspect the Dataset, then replace the public board identifiers. Save recurring inputs as Apify Tasks or call the Actor through API, webhooks, Make, n8n, Zapier, ChatGPT, Claude, or Neuton Actors MCP.

### Output schema

Results expose `changeType`, `firstSnapshot`, `source`, `company`, `jobId`, `title`, `location`, `before`, `after`, `sourceUrl`, `observedAt`. Evidence URLs and deterministic classifications make every paid result reviewable in a CRM, warehouse, dashboard, RAG pipeline, or AI agent.

### Buyer workflows

- Monitor company hiring signals without joining multiple ATS exports
- Build recruiting, workforce, sales-intent, education, and investment research
- Schedule recurring evidence feeds and route changes into alerts or CRMs
- Keep unknown fields explicit and verify consequential claims against source links

### Pricing

Launch price: **$15.00 per 1,000 new, changed, or removed-from-board job signals**. Each emitted state-change row is billable; the default first run creates a free baseline, and unchanged jobs and diagnostics produce no paid rows.

### Data contract

- Persist snapshots by buyer-controlled key and update state only after every requested board succeeds.
- Emit new, changed, and removed-from-board rather than claiming a removed job is expired.
- Use stable source identifiers and include before-after evidence for changed rows.
- Unchanged rows, failed fetches, diagnostics, and duplicate events are not billable.

This pure-HTTP Actor uses public career-board endpoints at 256 MB. It does not access private ATS, candidate, profile, or recruiter data.

### Responsible use

Use public hiring evidence for legitimate recruiting, workforce research, education planning, sales intelligence, and investment analysis. Do not infer protected characteristics, automate discriminatory decisions, bypass access controls, or use results for spam.

### SEO keywords

multi ATS scraper, AI hiring intelligence, AI jobs data, sales hiring signals, cybersecurity hiring data, role demand intelligence, job change monitor, company hiring tracker, Greenhouse monitor, Lever jobs API, Ashby jobs data, Workday jobs data, recruiting intelligence API, sales intent data, MCP jobs data.

# Actor input Schema

## `boards` (type: `array`):

Greenhouse, Lever, Ashby, SmartRecruiters, Recruitee, Workday, or Personio board definitions.

## `snapshotKey` (type: `string`):

Stable buyer-controlled key used to compare this board set across runs.

## `maxResults` (type: `integer`):

Fails without updating state when a run detects more changes than this lossless safety cap.

## `includeInitialSnapshot` (type: `boolean`):

Off by default: the first run establishes a free baseline and later runs return only real changes.

## Actor input object example

```json
{
  "boards": [
    {
      "provider": "greenhouse",
      "slug": "stripe",
      "company": "Stripe"
    }
  ],
  "snapshotKey": "stripe-jobs",
  "maxResults": 1000,
  "includeInitialSnapshot": false
}
```

# Actor output Schema

## `results` (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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("neuton/multi-ats-job-change-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("neuton/multi-ats-job-change-monitor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).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 neuton/multi-ats-job-change-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,neuton/multi-ats-job-change-monitor"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/JNIujOHlSdpexb2Br/builds/cAdw7RX2BdjGf2gL2/openapi.json