# Greenhouse, Lever & Ashby Jobs Scraper (`scrapesignal_labs/greenhouse-lever-ashby-jobs-scraper`) Actor

Extract current jobs from multiple public Greenhouse, Lever, and Ashby career boards into one clean schema for recruiting, labor-market research, and hiring-signal workflows.

- **URL**: https://apify.com/scrapesignal\_labs/greenhouse-lever-ashby-jobs-scraper.md
- **Developed by:** [ScrapeSignal Labs](https://apify.com/scrapesignal_labs) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.75 / 1,000 job listings

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## Greenhouse, Lever & Ashby Jobs Scraper

Extract current jobs from multiple public **Greenhouse, Lever, and Ashby** career boards in one run. This Actor turns three different ATS formats into one clean dataset for recruiting, job aggregation, labor-market research, company monitoring, sales signals, and AI-agent workflows.

Provide board URLs or short values such as `greenhouse:airbnb`, `lever:malt`, and `ashby:linear`. Results use a consistent schema regardless of the source and include a stable record ID, company, job title, department, team, location, remote/workplace type, employment type, posting date, description, job page, and application URL.

### Why use this Actor?

- Query up to 100 public career boards in one run.
- Normalize Greenhouse, Lever, and Ashby jobs into one schema.
- Filter by title or description keywords, excluded terms, location, remote status, and recency.
- Keep full descriptions for search or AI analysis, or disable them for smaller datasets.
- Use stable record IDs to deduplicate jobs and detect openings or removals across scheduled runs.
- No browser, login, proxy, or customer API key is required.

### Example input

```json
{
  "boards": [
    "greenhouse:airbnb",
    "lever:malt",
    "ashby:linear"
  ],
  "keywords": ["data", "machine learning", "AI"],
  "locations": ["United States", "Remote"],
  "postedSinceDays": 60,
  "includeDescriptions": true,
  "maxItems": 500
}
```

### Common workflows

- Build a multi-company jobs feed for a recruiting or job-search product.
- Monitor hiring activity as a company-growth or sales trigger.
- Track remote roles, engineering demand, or specific skills across a target-account list.
- Feed normalized job text into a warehouse, CRM, spreadsheet, webhook, or language model.
- Schedule daily runs and compare `recordId` values to detect new and removed openings.

### Pricing

This Actor uses pay-per-result pricing. A small test can be limited to a few results with Apify's maximum-charge control. You pay only for job records written to the dataset plus the tiny Actor-start event and platform usage shown by Apify before the run.

### Responsible use

The Actor accesses public job-board endpoints and returns public job advertisements. Job availability can change at any time; always use the original job URL as the source of truth. Respect the career site's terms and use the data for legitimate recruiting, research, aggregation, and business-intelligence purposes. This product is not affiliated with Greenhouse, Lever, Ashby, or the companies whose boards are queried.

# Actor input Schema

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

Greenhouse, Lever, or Ashby board URLs. You can also use greenhouse:airbnb, lever:malt, or ashby:linear.

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

Return jobs matching any term across title, team, department, location, and description. Empty includes all jobs.

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

Exclude jobs matching any of these terms.

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

Return jobs whose reported location contains any value, such as New York, London, or United States.

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

Return only jobs identified as remote by the source board or location text.

## `postedSinceDays` (type: `integer`):

Filter jobs with a reported publish/update date. Jobs without a date are retained.

## `includeDescriptions` (type: `boolean`):

Include plain-text job descriptions. Disable for smaller, faster datasets.

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

Maximum normalized jobs saved across all boards.

## Actor input object example

```json
{
  "boards": [
    "ashby:linear"
  ],
  "keywords": [],
  "excludeKeywords": [],
  "locations": [],
  "remoteOnly": false,
  "postedSinceDays": 90,
  "includeDescriptions": true,
  "maxItems": 500
}
```

# Actor output Schema

## `dataset` (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("scrapesignal_labs/greenhouse-lever-ashby-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("scrapesignal_labs/greenhouse-lever-ashby-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 '{}' |
apify call scrapesignal_labs/greenhouse-lever-ashby-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,scrapesignal_labs/greenhouse-lever-ashby-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/xZhaUns1lrlTFqZ1v/builds/xFoFsx4sLPNWeSJrf/openapi.json