# Data Science & AI/ML Jobs from Company Job Boards

**Use case:** 

Find data science, machine learning and AI jobs straight from company job boards (Greenhouse, Lever, Ashby). This example checks Airbnb, Stripe, Ramp, Notion and Spotify for data scientist, machine learning, ML and AI titles, and returns one normalized list with locations, seniority, salary when published, and apply links.

## Input

```json
{
  "companies": [
    "greenhouse:airbnb",
    "greenhouse:stripe",
    "https://jobs.ashbyhq.com/ramp",
    "ashby:notion",
    "https://jobs.lever.co/spotify"
  ],
  "keywords": [
    "data scien",
    "machine learning",
    "ML engineer",
    "AI engineer",
    "applied AI",
    "AI research",
    "data engineer",
    "analytics"
  ],
  "remoteOnly": false,
  "postedSinceDays": 0,
  "incremental": false,
  "stateKey": "default",
  "emitUnchanged": false,
  "reportRemoved": true,
  "includeDescription": false,
  "redactContacts": true,
  "dedupeAcrossSources": true,
  "maxJobsPerCompany": 0,
  "maxItems": 50,
  "probeUnknownAts": true,
  "enableSmartRecruiters": false,
  "minRequestIntervalMs": 1000,
  "companyConcurrency": 4
}
```

## Output

```json
{
  "company": {
    "label": "Company"
  },
  "title": {
    "label": "Title"
  },
  "department": {
    "label": "Department"
  },
  "locations": {
    "label": "Locations",
    "format": "object"
  },
  "workplaceType": {
    "label": "Workplace"
  },
  "employmentType": {
    "label": "Type"
  },
  "seniority": {
    "label": "Seniority"
  },
  "salary": {
    "label": "Salary",
    "format": "object"
  },
  "postedAt": {
    "label": "Posted",
    "format": "date"
  },
  "applyUrl": {
    "label": "Apply",
    "format": "link"
  },
  "ats": {
    "label": "ATS"
  },
  "changeType": {
    "label": "Change"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The ATS Jobs Feed: Greenhouse, Lever, Ashby, Workable & more Actor is ready to run with the inputs already set for "Data Science & AI/ML Jobs from Company Job Boards". [Sign up or log in](https://console.apify.com/create-task-from-example/b9W33v49dXzZuBqIo) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Data Science & AI/ML Jobs from Company Job Boards" task

The ATS Jobs Feed: Greenhouse, Lever, Ashby, Workable & more Actor will start running based on the input automatically. You can also change all the input fields, like companies, title keywords (any), and more, to match your specific use case.

### 3. Receive the "Data Science & AI/ML Jobs from Company Job Boards" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as company, title, department, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Data Science & AI/ML Jobs from Company Job Boards" task via API](https://apify.com/clearfeedlabs/ats-jobs-feed.md).

## About this Actor

This example demonstrates how to use [ATS Jobs Feed: Greenhouse, Lever, Ashby, Workable & more](https://apify.com/clearfeedlabs/ats-jobs-feed.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/clearfeedlabs/ats-jobs-feed.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

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 full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/clearfeedlabs/ats-jobs-feed.md

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`).