# ATS Jobs Scraper — Greenhouse & Lever (`rocketapi/ats-jobs-aggregator`) Actor

Scrape job postings from company career pages powered by Greenhouse, Lever and Ashby in one run. Company, title, location, department, description and apply link. Filter by keyword and location. Clean JSON. Failed runs are not billed.

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

## Pricing

$12.00 / 1,000 job scrapeds

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

## ATS Jobs Aggregator

Aggregates job postings from public Greenhouse and Lever APIs.

### Input

- `boards`: array of strings in format `greenhouse:<boardToken>` or `lever:<companySlug>`
- `keyword`: optional case‑insensitive substring to match in title or description
- `location`: optional case‑insensitive substring to match in location field
- `maxItems`: maximum number of job records to return (default 100)

### Output

Each pushed record contains:

- `source`: `greenhouse` or `lever`
- `company`: company name (Greenhouse) or company slug (Lever)
- `title`: job title
- `location`: location string or null
- `department`: department/team or null
- `url`: link to the job posting
- `datePosted`: ISO date string or null
- `description`: plain text description (HTML stripped) or null

The actor charges `job-scraped` event for each successfully pushed record.

### Notes

- No HTML parsing or headless browser is used.
- Errors on individual boards (404, network issues, malformed JSON) are logged as warnings and do not stop the whole run.
- Retries with exponential backoff are applied for network errors and 5xx/429 responses.
- Built for Apify SDK v3, Node.js 20, ES modules.
- Uses the `he` library for robust HTML entity decoding.
- Defines a billing event `job-scraped` with a price of 0.001 per record.
- Runs as non‑root user `myuser` for security.
  }

# Actor input Schema

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

List of sources in format '<source>:<boardToken>' where source is greenhouse or lever. Defaults to a few large public boards so the Actor returns data out of the box.

## `keyword` (type: `string`):

Case-insensitive substring to filter in title or description.

## `location` (type: `string`):

Case-insensitive substring to filter in location.

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

Maximum number of job records to output across all boards.

## Actor input object example

```json
{
  "boards": [
    "greenhouse:stripe",
    "greenhouse:gitlab",
    "greenhouse:airbnb",
    "greenhouse:figma",
    "greenhouse:robinhood"
  ],
  "keyword": "",
  "location": "",
  "maxItems": 100
}
```

# 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 = {
    "boards": [
        "greenhouse:stripe",
        "greenhouse:gitlab",
        "greenhouse:airbnb",
        "greenhouse:figma",
        "greenhouse:robinhood"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("rocketapi/ats-jobs-aggregator").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 = { "boards": [
        "greenhouse:stripe",
        "greenhouse:gitlab",
        "greenhouse:airbnb",
        "greenhouse:figma",
        "greenhouse:robinhood",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("rocketapi/ats-jobs-aggregator").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 '{
  "boards": [
    "greenhouse:stripe",
    "greenhouse:gitlab",
    "greenhouse:airbnb",
    "greenhouse:figma",
    "greenhouse:robinhood"
  ]
}' |
apify call rocketapi/ats-jobs-aggregator --silent --output-dataset

```

## MCP server setup

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

```

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/sda4BSIGzmfEc67NN/builds/PPZWk9S7QojTw6exQ/openapi.json