# Career Site Job Scraper - Greenhouse, Lever, Workday, Ashby (`blues_akg/ats-job-scraper`) Actor

Scrape open jobs from company career sites on Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Personio and Workable. Paste career page URLs, get one clean table with title, location, department, remote type, date and full description. $4 per 1,000 jobs.

- **URL**: https://apify.com/blues\_akg/ats-job-scraper.md
- **Developed by:** [Atakan Kerem GOCER](https://apify.com/blues_akg) (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

from $4.00 / 1,000 jobs

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 Job Scraper - Greenhouse, Lever, Workday, Ashby

Get every open job straight from the companies you care about. Paste their careers page URLs and receive one clean table — titles, departments, locations, remote flags, posting dates and full descriptions — no matter which recruiting system each company runs.

Seven job boards, one output format:

| System | Career page looks like |
|---|---|
| **Greenhouse** | `boards.greenhouse.io/stripe` |
| **Lever** | `jobs.lever.co/company` (and `jobs.eu.lever.co/company`) |
| **Ashby** | `jobs.ashbyhq.com/ramp` |
| **Workday** | `nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite` |
| **SmartRecruiters** | `careers.smartrecruiters.com/Company` |
| **Personio** | `company.jobs.personio.de` |
| **Workable** | `apply.workable.com/company` |

The Actor works out which system a URL belongs to on its own.

### Who uses it

- **Recruiters and sourcers** — track hiring at a list of target companies
- **Job boards and aggregators** — a clean feed straight from the source, no job-site scraping
- **Sales teams** — a company hiring 20 engineers is a buying signal
- **Market researchers** — measure hiring by department, location or seniority over time

### Example output

```json
{
  "platform": "greenhouse",
  "company": "Stripe",
  "jobId": "8172487",
  "title": "Abuse Investigator",
  "department": "8611 Security Analytics",
  "team": null,
  "location": "Dublin",
  "locations": ["Ireland Locations"],
  "country": null,
  "workplaceType": null,
  "employmentType": null,
  "seniority": null,
  "postedAt": "2026-09-03T17:30:34Z",
  "updatedAt": "2026-09-12T17:25:25Z",
  "url": "https://stripe.com/jobs/search?gh_jid=8172487",
  "applyUrl": "https://stripe.com/jobs/search?gh_jid=8172487",
  "requisitionId": null,
  "descriptionText": "Who we are\n\nAbout Stripe\nStripe is a financial infrastructure platform…",
  "descriptionHtml": "<h2><strong>Who we are </strong></h2>…",
  "source": "https://boards.greenhouse.io/stripe"
}
```

Every row has the same columns whichever system it came from, so exports to CSV or Excel line up.

### Input

```json
{
  "boards": [
    "https://boards.greenhouse.io/stripe",
    "https://jobs.ashbyhq.com/ramp",
    "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite",
    "lever:leverdemo"
  ],
  "includeDescription": true,
  "titleKeyword": "engineer",
  "remoteOnly": false
}
```

| Field | What it does |
|---|---|
| `boards` | Career page URLs, one per line. The short form `greenhouse:stripe` also works. |
| `includeDescription` | Full description as text and HTML. On by default. |
| `titleKeyword` | Keep only jobs whose title contains this text. |
| `locationKeyword` | Keep only jobs whose location contains this text. |
| `remoteOnly` | Keep only jobs the board marks as remote. |
| `maxJobsPerBoard` | Cap per company; 0 means all of them. |

### Pricing

| Event | Price |
|---|---|
| Job returned | **$0.004** |
| Actor start | $0.00005 per run |

**$4 per 1,000 jobs.** Filters are applied before billing, so a keyword or location filter lowers what you pay. Career pages that cannot be read are listed separately and never charged. Set **Maximum cost per run** to cap your spend; the run stops cleanly at the limit.

### Notes and limits

- **These are the boards' own public endpoints** — the same ones the career page itself calls. No login, no API key, and normally no proxy.
- **Speed**: Greenhouse, Lever, Ashby and Personio return a whole company in one request (Stripe's 665 jobs in about a second). Workday pages 20 jobs at a time, so a site with a couple of thousand jobs takes from under a minute to a few minutes, depending on how fast that company's Workday answers.
- **Descriptions**: free on Greenhouse, Lever, Personio and Workable. On Ashby, Workday and SmartRecruiters the board only exposes a description on the job's own page, so those need one extra request per job — expect a few minutes for a very large company. Switch `includeDescription` off for a fast list.
- **Fields depend on the board.** Greenhouse and Lever expose departments and dates; Workday's list view does not, so `department` stays empty there while `postedAt` is filled in from the job page when descriptions are on. Nothing is invented to fill a gap — a field the board does not publish comes back `null`.
- **Very large Workday sites are read completely.** A single Workday search stops at 2,000 jobs, so bigger sites (NVIDIA lists about 2,700) are read filter by filter and merged without duplicates.
- **Workday URLs must include the career site name**, the part after the host: `…myworkdayjobs.com/NVIDIAExternalCareerSite`.
- Only jobs a company publishes publicly are returned. Internal or unlisted postings are not visible.

### FAQ

**How do I find a company's job board URL?**
Open its careers page and look at the address bar, or the "Apply" link. The systems above cover most companies that use a modern recruiting tool.

**Can I track new jobs over time?**
Yes. Put the Actor on a [Schedule](https://docs.apify.com/platform/schedules) and compare `jobId` between runs to see what is new.

**A company returns nothing.**
Either the board is empty right now, or the slug is wrong. Check the *Job boards that could not be read* output; it names the reason for each input.

**Can you add another recruiting system?**
Open an issue with an example career page. Adding a board that exposes a public endpoint is straightforward.

# Actor input Schema

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

One per line. Paste the company's job board URL (https://boards.greenhouse.io/stripe, https://jobs.lever.co/leverdemo, https://jobs.ashbyhq.com/ramp, https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite) or use the short form greenhouse:stripe.

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

Adds the complete description as text and HTML. On Ashby, Workday and SmartRecruiters this needs one extra request per job, so runs take longer.

## `titleKeyword` (type: `string`):

Optional. Keep only jobs whose title contains this text, for example 'engineer'.

## `locationKeyword` (type: `string`):

Optional. Keep only jobs whose location contains this text, for example 'Berlin' or 'United States'.

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

Keep only jobs the board marks as remote.

## `maxJobsPerBoard` (type: `integer`):

0 means every open job. Use a limit when testing a long list of companies.

## `maxConcurrency` (type: `integer`):

Lower this if a board starts rate limiting.

## `proxyConfiguration` (type: `object`):

Optional. These job boards are public APIs and normally answer without a proxy.

## Actor input object example

```json
{
  "boards": [
    "https://boards.greenhouse.io/stripe",
    "https://jobs.ashbyhq.com/ramp"
  ],
  "includeDescription": true,
  "remoteOnly": false,
  "maxJobsPerBoard": 0,
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

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

Company, title, department, location, workplace type, employment type, posted date, application URL and the full job description.

## `failedInputs` (type: `string`):

Inputs that were unrecognised or unreachable, with the reason. These are not charged.

# 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": [
        "https://boards.greenhouse.io/stripe",
        "https://jobs.ashbyhq.com/ramp"
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("blues_akg/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 = {
    "boards": [
        "https://boards.greenhouse.io/stripe",
        "https://jobs.ashbyhq.com/ramp",
    ],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("blues_akg/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 '{
  "boards": [
    "https://boards.greenhouse.io/stripe",
    "https://jobs.ashbyhq.com/ramp"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call blues_akg/ats-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,blues_akg/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/MJXcqSzvLzYnybtxJ/builds/GESEKCnkD1ZyDspL6/openapi.json