# Multi-ATS Job Scraper (Greenhouse, Lever, Ashby) (`dataset-smith/multi-ats-job-scraper`) Actor

Scrape all open jobs from any company's Greenhouse, Lever, Ashby, or SmartRecruiters careers page into one unified structured dataset. Auto-detects the ATS. No login or proxies.

- **URL**: https://apify.com/dataset-smith/multi-ats-job-scraper.md
- **Developed by:** [Ackoo Lu](https://apify.com/dataset-smith) (community)
- **Categories:** Jobs, Business, Lead generation
- **Features:** Limited permissions
- **Stats:** 3 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-usage

## 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

## Multi-ATS Job Scraper — Greenhouse, Lever, Ashby & SmartRecruiters

Scrape **every open job** from any company's careers page into one clean, unified
dataset — across four major applicant tracking systems (ATS): **Greenhouse,
Lever, Ashby, and SmartRecruiters**. Just give a list of companies; the Actor
**auto-detects** which ATS each one uses.

No login, no API keys, no proxies, no captcha — uses each ATS's public job board API.

### Output (unified across all 3 ATS)

| Field | Example |
|---|---|
| `company` | `Stripe` |
| `ats` | `greenhouse` |
| `title` | `Senior Software Engineer` |
| `department` | `Engineering` |
| `team` | `Payments` |
| `location` | `San Francisco, CA` |
| `workplace_type` | `hybrid` |
| `is_remote` | `false` |
| `employment_type` | `Full Time` |
| `compensation` | `€76K – €185K • Offers Equity` |
| `apply_url` | `https://stripe.com/jobs/...` |
| `posted_at` | `2026-06-01T00:00:00Z` |
| `job_id` | `7954688` |
| `description` | full text (optional) |

### Why use it

- **One schema, three ATS** — stop writing a parser per company.
- **Auto-detect ATS** — pass `"stripe"` and it figures out the rest.
- **High volume, always fresh** — 4 companies already return 1,000+ jobs; run it daily.
- **Clean apply links & compensation** — normalized for filtering and dedupe.

### Zero-config

Run it with **no input** and it scrapes a **curated list of 107 well-known companies**
(Databricks, OpenAI, Stripe, MongoDB, Datadog, Snowflake, Airbnb, Spotify…) —
**~10,700 fresh jobs** in one run. Or pass your own company list to target exactly
who you care about.

### Input

```json
{
  "companies": ["greenhouse:stripe", "lever:netflix", "ashby:ramp", "plaid"],
  "includeDescription": false,
  "maxPerCompany": 0
}
```

- `companies` — `"ats:token"` or just `"token"` to auto-detect. **Leave empty to use the 107-company curated default.**
- `includeDescription` — include full job text (bigger output).
- `maxPerCompany` — cap per company (`0` = all).

### Use cases

- **Job boards & aggregators** — backfill thousands of fresh roles daily.
- **Recruiters / sales intel** — track who's hiring, for what, where, at what pay.
- **Talent market research** — department/stack/comp/remote trends across companies.
- **AI / dataset builders** — unified structured job corpus.

Run locally with `python3 src/main.py`, or on Apify with pay-per-result pricing.

# Actor input Schema

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

Each item is "ats:token" (e.g. "greenhouse:stripe", "lever:netflix", "ashby:ramp") or just "token" to auto-detect the ATS. Leave EMPTY to use a curated list of 107 well-known companies (~10,700 fresh jobs).

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

Include the full job description text (larger output).

## `maxPerCompany` (type: `integer`):

Cap jobs returned per company. 0 = all.

## Actor input object example

```json
{
  "companies": [],
  "includeDescription": false,
  "maxPerCompany": 0
}
```

# 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": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("dataset-smith/multi-ats-job-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": [] }

# Run the Actor and wait for it to finish
run = client.actor("dataset-smith/multi-ats-job-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": []
}' |
apify call dataset-smith/multi-ats-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,dataset-smith/multi-ats-job-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/EZ7kohfKErFQ59Iwd/builds/7O8EyO8b3Jm7zBLHN/openapi.json