# Career Site Jobs Scraper (Greenhouse, Lever, Ashby, Workable) (`datanest-labs/ats-jobs-scraper`) Actor

Scrape every open job straight from company career sites on Greenhouse, Lever, Ashby, Workable, Recruitee and SmartRecruiters. Paste a domain, company name or careers URL; it auto-detects the ATS. Salary, remote flag, department, full description.

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

## Pricing

$1.50 / 1,000 job saveds

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

## Career Site Jobs Scraper — Greenhouse, Lever, Ashby, Workable, Recruitee, SmartRecruiters

Get **every open job directly from company career sites** — the source of truth that LinkedIn and Indeed copy from. Paste a list of companies (domain, name or careers URL) and get clean, normalized job data in seconds: title, department, location, remote flag, **salary range**, employment type, posting date, apply link and the full description.

**No login, no cookies, no proxies, no blocking.** The Actor reads the official public job-board feeds of each applicant tracking system (ATS), so runs are fast, cheap and reliable.

### Why use this instead of a LinkedIn / Indeed scraper?

| | This Actor | LinkedIn / Indeed scrapers |
|---|---|---|
| Data source | Company's own ATS (original posting) | Re-posted copies, often stale |
| Blocking / failures | None — official public feeds | Frequent, needs residential proxies |
| Salary ranges | Yes, when the company publishes them (Ashby, Greenhouse pay transparency, Lever, Recruitee) | Rarely |
| Full description | Yes, text or HTML | Often truncated |
| Speed | 700+ jobs from one company in ~2 seconds | Slow pagination |

### Supported platforms

- **Greenhouse** (boards.greenhouse.io, job-boards.greenhouse.io, embedded boards)
- **Lever** (jobs.lever.co, EU instance)
- **Ashby** (jobs.ashbyhq.com) — incl. compensation
- **Workable** (apply.workable.com)
- **Recruitee** (\*.recruitee.com)
- **SmartRecruiters** (jobs.smartrecruiters.com)

Thousands of companies use these: Stripe, Airbnb, Figma, Notion, Ramp, Linear, Palantir, Hugging Face, OpenAI, Anthropic, Databricks, Bosch, Visa and many more.

### Auto-detection — just paste a domain

You don't need to know which ATS a company uses. For each input the Actor:

1. Recognizes career page URLs from any supported platform.
2. For a website (e.g. `notion.so`), scans the homepage and careers pages for ATS links and embeds.
3. For a plain company name (e.g. `Figma`), probes every supported platform with likely board names.

You can also force a platform with `greenhouse:stripe`, `lever:palantir`, `ashby:ramp`, `workable:huggingface`, `recruitee:bunq`, `smartrecruiters:BoschGroup`.

### Use cases

- **Recruiting & staffing agencies** — monitor hiring at target accounts and pitch candidates first.
- **Sales intelligence / lead generation** — hiring is the #1 buying signal. A company hiring "Data Engineers" needs data tools; "SDRs" means they are scaling sales.
- **Job boards & aggregators** — build a niche board (remote, AI, climate, fintech…) from original postings.
- **Market & compensation research** — salary ranges by role, location and company.
- **AI / LLM pipelines** — plain-text descriptions ready for embedding, classification and RAG.
- **Investors** — track headcount growth signals across a portfolio.

### Input example

```json
{
  "companies": ["stripe.com", "Figma", "https://jobs.ashbyhq.com/ramp", "https://jobs.lever.co/palantir"],
  "keywords": ["engineer", "data"],
  "excludeKeywords": ["intern"],
  "locations": ["Remote", "London", "New York"],
  "postedWithinDays": 7,
  "includeDescription": true,
  "descriptionFormat": "text"
}
```

All filters are optional. Tip: schedule the Actor daily with `postedWithinDays: 1` to get a feed of only new jobs.

### Output example

```json
{
  "jobId": "34413f8d-26bf-4bbc-8ade-eb309a0e2245",
  "title": "Security Engineer, Cloud",
  "companyName": "Ramp",
  "department": "Engineering",
  "team": "Backend",
  "location": "New York, NY (HQ)",
  "locations": ["New York, NY (HQ)", "Remote (Canada)", "Remote (US)", "Miami, FL"],
  "isRemote": true,
  "workplaceType": "Hybrid",
  "employmentType": "FullTime",
  "salary": { "min": 211400, "max": 290600, "currency": "USD", "interval": "1 YEAR", "text": "$211.4K - $290.6K" },
  "postedAt": "2026-04-07T17:12:35.753Z",
  "jobUrl": "https://jobs.ashbyhq.com/ramp/34413f8d-26bf-4bbc-8ade-eb309a0e2245",
  "applyUrl": "https://jobs.ashbyhq.com/ramp/34413f8d-26bf-4bbc-8ade-eb309a0e2245/application",
  "country": "United States",
  "companySlug": "ramp",
  "ats": "ashby",
  "descriptionText": "About Ramp\n\nRamp is building the smart infrastructure for finance teams...",
  "scrapedAt": "2026-10-30T10:00:00.000Z"
}
```

Download results as JSON, CSV, Excel or XML, or connect them to Google Sheets, Zapier, Make, n8n, Slack or your own app via the Apify API.

### Pricing

Pay per result: you only pay for jobs that are saved to the dataset (after your filters are applied). Jobs that don't match your filters are free. Companies that can't be resolved are free.

### FAQ

**A company isn't found — what now?** Paste the exact careers URL (e.g. `https://boards.greenhouse.io/companyname`) or use the `platform:slug` syntax. Companies using Workday, iCIMS, Taleo or in-house career sites are not supported yet.

**Is this legal?** The Actor only reads job postings that companies publish publicly through their ATS's public job-board feeds for the purpose of distribution. It does not collect personal data.

**Can I use it with AI agents?** Yes — call it via the Apify API or MCP server and feed `descriptionText` straight into your LLM.

Found a bug or need another ATS? Open an issue on the Issues tab — feature requests are usually shipped within days.

# Actor input Schema

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

One company per line. Accepts a careers page URL (e.g. https://jobs.lever.co/palantir, https://boards.greenhouse.io/stripe, https://jobs.ashbyhq.com/ramp), a company website (e.g. notion.so) or just a company name (e.g. Stripe). You can also force a platform with 'greenhouse:stripe'.

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

Keep only jobs whose title contains at least one of these words (case-insensitive). Leave empty for all jobs.

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

Drop jobs whose title contains any of these words, e.g. 'intern', 'senior'.

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

Keep only jobs whose location contains one of these values, e.g. 'London', 'Germany', 'US', 'Remote'.

## `departments` (type: `array`):

Keep only jobs in departments or teams containing one of these values, e.g. 'Engineering', 'Sales'.

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

Keep only jobs flagged as remote.

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

Keep only jobs published in the last N days. 0 = no limit. Great for daily/weekly monitoring with schedules.

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

Include the full job description.

## `descriptionFormat` (type: `string`):

Plain text is ideal for AI/LLM pipelines, HTML keeps formatting.

## `maxJobsPerCompany` (type: `integer`):

0 = unlimited.

## `maxJobs` (type: `integer`):

Stop after saving this many jobs. 0 = unlimited.

## `autoDetect` (type: `boolean`):

For domains and company names, scan the company website and probe all supported platforms to find the career board.

## `atsPlatforms` (type: `array`):

Restrict auto-detection to these platforms.

## Actor input object example

```json
{
  "companies": [
    "stripe.com",
    "https://jobs.ashbyhq.com/ramp",
    "https://jobs.lever.co/palantir"
  ],
  "keywords": [],
  "excludeKeywords": [],
  "locations": [],
  "departments": [],
  "remoteOnly": false,
  "postedWithinDays": 0,
  "includeDescription": true,
  "descriptionFormat": "text",
  "maxJobsPerCompany": 20,
  "maxJobs": 0,
  "autoDetect": true,
  "atsPlatforms": [
    "greenhouse",
    "lever",
    "ashby",
    "workable",
    "recruitee",
    "smartrecruiters"
  ]
}
```

# Actor output Schema

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

All jobs saved to the default dataset.

# 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": [
        "stripe.com",
        "https://jobs.ashbyhq.com/ramp",
        "https://jobs.lever.co/palantir"
    ],
    "maxJobsPerCompany": 20
};

// Run the Actor and wait for it to finish
const run = await client.actor("datanest-labs/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": [
        "stripe.com",
        "https://jobs.ashbyhq.com/ramp",
        "https://jobs.lever.co/palantir",
    ],
    "maxJobsPerCompany": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("datanest-labs/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": [
    "stripe.com",
    "https://jobs.ashbyhq.com/ramp",
    "https://jobs.lever.co/palantir"
  ],
  "maxJobsPerCompany": 20
}' |
apify call datanest-labs/ats-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,datanest-labs/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/1xdYPwQDozenQNxtg/builds/tEVyyG5B4zQP8grkh/openapi.json