# Find companies hiring for AI and machine learning roles

**Use case:** 

Check companies' job boards and get one row per company that opened roles mentioning your keywords in the last 30 days, with the matching roles and counts. Companies with no signal aren't charged. Swap in your target accounts and keywords.

## Input

```json
{
  "companies": [
    "https://boards.greenhouse.io/stripe | stripe.com",
    "https://boards.greenhouse.io/dropbox | dropbox.com"
  ],
  "signalKeywords": [
    "machine learning",
    "LLM"
  ],
  "matchIn": "titleAndDescription",
  "sinceLastRun": false,
  "lookbackDays": 30,
  "surgePercent": 20,
  "surgeMinRoles": 5,
  "surgeWindowDays": 30,
  "detectTechStack": true,
  "stackCheckEveryDays": 7
}
```

## Output

```json
{
  "company": {
    "label": "Company",
    "format": "string"
  },
  "signalTypes": {
    "label": "Signals",
    "format": "array"
  },
  "summary": {
    "label": "Summary",
    "format": "string"
  },
  "newRoleCount": {
    "label": "New roles",
    "format": "integer"
  },
  "domain": {
    "label": "Website",
    "format": "string"
  },
  "checkedAt": {
    "label": "Checked",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Hiring Signals Monitor: Buying Signals from Job Postings](https://apify.com/humble-echidna/hiring-signals.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/humble-echidna/hiring-signals.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/humble-echidna/hiring-signals.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`).