# 💼 ATS Jobs Scraper - Greenhouse, Lever, Ashby & More (`that_red_bird/ats-jobs-scraper`) Actor

⚡ Scrape open roles straight from companies' official job-board APIs. ✅ Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Recruitee. ✅ Full descriptions, salary parsing, remote and seniority detection, cross-board dedupe. No anti-bot, nothing to break.

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

## Pricing

Pay per event

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 Scraper

Scrape open roles **straight from companies' own job boards** — Greenhouse, Lever, Ashby,
Workable, SmartRecruiters and Recruitee.

These are the official public JSON endpoints each company's careers page already calls. No
anti-bot to fight, no headless browser, no cookies, and nothing that silently breaks when a
layout changes. That is why this runs fast and cheap.

### Supported boards

```
https://boards.greenhouse.io/COMPANY        greenhouse:COMPANY
https://jobs.lever.co/COMPANY               lever:COMPANY
https://jobs.ashbyhq.com/COMPANY            ashby:COMPANY
https://apply.workable.com/COMPANY          workable:COMPANY
https://COMPANY.recruitee.com               recruitee:COMPANY
https://careers.smartrecruiters.com/COMPANY smartrecruiters:COMPANY
```

Paste the careers URL and the provider is detected automatically.

### What you get per role

`title` · `company` · `location` · `department` · `url` · `updatedAt` · `description`
(cleaned to plain text) plus three derived fields you would otherwise compute yourself:

- **`isRemote`** — from the title and location
- **`seniority`** — `intern` · `junior` · `senior` · `senior+`, derived from the wording
- **`salary`** — `{min, max, currency}` parsed out of the description when a range is published

### Filtering

`keywords`, `excludeKeywords`, `locationFilter`, `remoteOnly`, `seniority`, `maxItems`.
Filters apply to the description too when `includeDescription` is on, so you can find every
role mentioning a specific technology, not just ones with it in the title.

### Deduplication

The same role often appears on several boards. `dedupe` collapses matching
company + title + location into one row and reports how many were removed.

### Typical uses

Job boards and aggregators · recruiters tracking a target list of companies · sales teams
using hiring as a buying signal · market and salary research · anyone building a niche job
site who needs a clean, reliable feed.

### Note on errors

A board that fails is reported in `SUMMARY.perBoard` with the reason, and the run continues.
If **every** board fails the run fails loudly, so a broken input never looks like "no jobs".

# Actor input Schema

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

Career-board URLs: https://boards.greenhouse.io/COMPANY, https://jobs.lever.co/COMPANY, https://jobs.ashbyhq.com/COMPANY, https://apply.workable.com/COMPANY, https://COMPANY.recruitee.com, https://careers.smartrecruiters.com/COMPANY. Shorthand like "greenhouse:stripe" also works.

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

Case-insensitive match on title, department and description. Leave empty for every role.

## `excludeKeywords` (type: `array`):

Drop roles containing any of these words, e.g. intern, contract, sales.

## `locationFilter` (type: `string`):

Keep only roles whose location contains this text, e.g. berlin, london, united states.

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

Keep only roles whose title or location indicates remote, anywhere, distributed or work from home.

## `seniority` (type: `array`):

Keep only these derived levels: intern, junior, senior, senior+. Leave empty for all.

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

Fetch and clean the full description text. Needed for salary detection and description keyword search.

## `dedupe` (type: `boolean`):

Collapse the same company + title + location appearing on more than one board.

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

Hard cap on output rows. 0 = no cap.

## `concurrency` (type: `integer`):

How many boards to fetch in parallel.

## Actor input object example

```json
{
  "companies": [
    "https://jobs.lever.co/leverdemo",
    "https://boards.greenhouse.io/gitlab"
  ],
  "remoteOnly": false,
  "includeDescription": true,
  "dedupe": true,
  "maxItems": 0,
  "concurrency": 5
}
```

# Actor output Schema

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

No description

## `downloadCsv` (type: `string`):

No description

## `summary` (type: `string`):

No description

## `count` (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 = {
    "companies": [
        "https://jobs.lever.co/leverdemo",
        "https://boards.greenhouse.io/gitlab"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("that_red_bird/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://jobs.lever.co/leverdemo",
        "https://boards.greenhouse.io/gitlab",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("that_red_bird/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://jobs.lever.co/leverdemo",
    "https://boards.greenhouse.io/gitlab"
  ]
}' |
apify call that_red_bird/ats-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,that_red_bird/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/1tZIVJAFy6O1crKs7/builds/mspPzP5khsd2AYAMN/openapi.json