# ATS Jobs Scraper: Greenhouse, Lever, Ashby, Workable & More (`shawndunn/ats-jobs-scraper`) Actor

Scrape job listings straight from company career boards on 6 ATS platforms in one run. Auto-detects the ATS, normalizes fields, filters by keyword, location, remote and posting date. Official public job-board APIs, no proxies, no login.

- **URL**: https://apify.com/shawndunn/ats-jobs-scraper.md
- **Developed by:** [CarrierDaily](https://apify.com/shawndunn) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$1.50 / 1,000 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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## ATS Jobs Scraper: Greenhouse, Lever, Ashby, Workable, SmartRecruiters & Recruitee

Scrape job listings straight from company career boards on 6 ATS platforms in one run. Auto-detects the ATS, normalizes fields, filters by keyword, location, remote and posting date. Official public job-board APIs, no proxies, no login.

### Why this actor

- Only actor covering 6 ATS with one normalized schema + auto-detection of the ATS from a bare company slug; posting-date filter for daily monitoring.
- Pay only for results: **$1.50 per 1,000 jobs**, no start fee, failed lookups are free.
- Robust: automatic retries with exponential backoff, respects `Retry-After`, per-item error rows instead of crashed runs.
- Clean, flat JSON/CSV/Excel output ready for Google Sheets, Make, Zapier, n8n, Clay, or the Apify API.

### Use cases

- Recruiting agencies tracking new roles at target accounts
- Sales teams using hiring as a buying-intent signal (e.g. 'hiring a Head of Data' => sells data tools)
- Job boards & newsletters aggregating niche roles (remote, AI, climate)
- Labor-market research and competitor org-growth tracking

### How to use ATS Jobs Scraper

1. Paste company career-board URLs (e.g. `https://boards.greenhouse.io/airbnb`), `provider:slug` values like `lever:spotify`, or a bare company slug.
2. Optionally filter by keywords, locations, remote-only or `postedWithinDays`.
3. Click **Start** and download jobs as JSON, CSV or Excel, or schedule the run daily.

### Input

| Field | Type | Description |
|---|---|---|
| `companies` | array | Career page URLs (boards.greenhouse.io/stripe, jobs.lever.co/spotify, jobs.ashbyhq.com/openai...), 'provider:slug' (e.g. lever:spotify), or a bare slug to auto-detect across 6 ATS platforms. |
| `keywords` | array | Keep jobs whose title or description contains any of these (case-insensitive). |
| `locations` | array | Keep jobs whose location contains any of these (e.g. 'New York', 'Germany', 'Remote'). |
| `remoteOnly` | boolean | Keep only remote jobs. |
| `postedWithinDays` | integer | Optional. Only jobs posted in the last N days (ideal for daily monitoring). |
| `includeDescription` | boolean | Include full description as text and HTML. |
| `maxItems` | integer | Stop after this many jobs (0 = no limit). Controls cost. |

Example input:

```json
{
  "companies": [
    "https://boards.greenhouse.io/airbnb",
    "lever:spotify",
    "ashby:notion"
  ]
}
```

### Output

Each dataset item looks like this (real sample from a test run, long fields trimmed):

```json
{
  "company": "airbnb",
  "atsProvider": "greenhouse",
  "jobId": "7839229",
  "title": "Community Support Forecasting and Demand Planning Analyst",
  "location": "United States ",
  "isRemote": false,
  "department": "Community Support",
  "employmentType": null,
  "compensation": null,
  "postedAt": "2026-04-24T17:11:08-04:00",
  "url": "https://careers.airbnb.com/positions/7839229?gh_jid=7839229",
  "scrapedAt": "2026-10-14T05:57:17+00:00"
}
```

Rows that could not be processed contain an `error` field and are **not charged**.

### Comparison: ATS Jobs Scraper vs alternatives

| | This actor | Typical alternatives |
|---|---|---|
| ATS platforms per run | 6, auto-detected | Usually 1 per scraper |
| Output schema | One normalized schema | Differs per ATS |
| Proxies / login | None needed | Often residential proxies |
| Pricing | $1.50 / 1,000 jobs, no start fee | Monthly rental or per-run fees |

### Pricing

Pay-per-event: **$0.0015** per job (= $1.50 / 1,000). Use **Max results** to cap spend. Apify's free plan credit covers thousands of results per month.

### Integrations & API

Run on a schedule in Apify Console, call via the Apify API / Python & JS clients, or connect to Make, Zapier, n8n, Google Sheets, Slack and webhooks. Works as a tool for AI agents via Apify MCP.

### Use with AI agents (MCP)

ATS Jobs Scraper is a ready-made tool for AI agents (Greenhouse, Lever, Ashby, Workable, SmartRecruiters and Recruitee job scraper). Connect it to Claude, ChatGPT, Cursor, VS Code or any MCP client with the Apify MCP server:

```
https://mcp.apify.com/?tools=shawndunn/ats-jobs-scraper
```

Agents can also call it directly via the Apify API (`POST https://api.apify.com/v2/acts/shawndunn~ats-jobs-scraper/run-sync-get-dataset-items`) and pay per result, with no subscription.

### FAQ

**Is it legal?** The actor only reads publicly available data from public endpoints, without logins, and does not bypass paywalls or access controls. You are responsible for using the data in line with applicable laws (e.g. GDPR) and the source sites' terms.

**Something broke?** Open an issue in the Issues tab; we typically respond within 24 hours and ship fixes fast.

**Which companies use Greenhouse, Lever or Ashby?** Thousands of tech companies, including Airbnb (Greenhouse), Spotify (Lever) and Notion (Ashby). Pass a bare slug and the actor tries all six ATS platforms for you.

**Can I monitor new jobs daily?** Yes. Set `postedWithinDays` to 1 and schedule the actor daily; send results to Google Sheets, Slack or a webhook.

**Does it include salaries?** When the ATS publishes compensation (common on Ashby and some Greenhouse boards), it appears in the `compensation` field.

### More tools by shawndunn

- [Website Tech Stack Detector](https://apify.com/shawndunn/website-tech-stack-detector) - Find what CMS, ecommerce platform, analytics, pixels and frameworks any website uses.
- [Domain Intelligence Checker](https://apify.com/shawndunn/domain-intelligence-whois-dns-ssl) - Bulk domain lookup: WHOIS/RDAP registrar and expiry dates, DNS, MX email provider, SPF, DMARC and SSL certificate expiry.
- [Sitemap URL Extractor](https://apify.com/shawndunn/sitemap-url-extractor) - Extract every URL from any website's XML sitemaps: auto-discovery via robots.
- [Apple App Store Scraper](https://apify.com/shawndunn/apple-app-store-search-details) - Scrape Apple App Store search results, app details, ratings, prices and developer apps in any country.

# Actor input Schema

## `companies` (type: `array`):

Career page URLs (boards.greenhouse.io/stripe, jobs.lever.co/spotify, jobs.ashbyhq.com/openai...), 'provider:slug' (e.g. lever:spotify), or a bare slug to auto-detect across 6 ATS platforms.

## `keywords` (type: `array`):

Keep jobs whose title or description contains any of these (case-insensitive).

## `locations` (type: `array`):

Keep jobs whose location contains any of these (e.g. 'New York', 'Germany', 'Remote').

## `remoteOnly` (type: `boolean`):

Keep only remote jobs.

## `postedWithinDays` (type: `integer`):

Optional. Only jobs posted in the last N days (ideal for daily monitoring).

## `includeDescription` (type: `boolean`):

Include full description as text and HTML.

## `maxItems` (type: `integer`):

Stop after this many jobs (0 = no limit). Controls cost.

## Actor input object example

```json
{
  "companies": [
    "https://boards.greenhouse.io/airbnb",
    "lever:spotify",
    "ashby:notion"
  ],
  "remoteOnly": false,
  "includeDescription": true,
  "maxItems": 0
}
```

# Actor output Schema

## `results` (type: `string`):

All dataset items

# 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 = {
    "companies": [
        "https://boards.greenhouse.io/airbnb",
        "lever:spotify",
        "ashby:notion"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("shawndunn/ats-jobs-scraper").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 = { "companies": [
        "https://boards.greenhouse.io/airbnb",
        "lever:spotify",
        "ashby:notion",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("shawndunn/ats-jobs-scraper").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 '{
  "companies": [
    "https://boards.greenhouse.io/airbnb",
    "lever:spotify",
    "ashby:notion"
  ]
}' |
apify call shawndunn/ats-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,shawndunn/ats-jobs-scraper"
        }
    }
}
```

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/DgWHHUjGoX53JcKHi/builds/Rwum5S3MSDRJh9ZQN/openapi.json