# Research Data Engineer Roles in Public Job Feeds

**Use case:** 

Research Data Engineer Roles in Public Job Feeds. Search job listings by keyword or company domain and return structured records for recruiting and job-market research. This Actor provides a Google Jobs alternative using public ATS boards and job feeds by default. Public-feed coverage differs from Google Jobs search results. Country and city filters are source-dependent; some sources rank matches.

## Input

```json
{
  "queries": [
    "data engineer"
  ],
  "country": "GB",
  "location": "London,England",
  "max_jobs_per_query": 5,
  "include_descriptions": false,
  "use_paid_upstream": false
}
```

## Output

```json
{
  "query": {
    "label": "Search",
    "format": "string"
  },
  "title": {
    "label": "Job title",
    "format": "string"
  },
  "company": {
    "label": "Company",
    "format": "string"
  },
  "location": {
    "label": "Location",
    "format": "string"
  },
  "salary": {
    "label": "Salary",
    "format": "string"
  },
  "contract_type": {
    "label": "Type",
    "format": "string"
  },
  "posted_ago": {
    "label": "Posted",
    "format": "string"
  },
  "source": {
    "label": "Listed on",
    "format": "string"
  },
  "apply_url": {
    "label": "Apply",
    "format": "string"
  },
  "note": {
    "label": "Note",
    "format": "string"
  }
}
```

## How it works

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

The Google Jobs Alternative: ATS & Public Job Listings Actor is ready to run with the inputs already set for "Research Data Engineer Roles in Public Job Feeds". [Sign up or log in](https://console.apify.com/create-task-from-example/mrat6CdnwDbUkFO7S) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Research Data Engineer Roles in Public Job Feeds" task

The Google Jobs Alternative: ATS & Public Job Listings Actor will start running based on the input automatically. You can also change all the input fields, like job searches, country, and more, to match your specific use case.

### 3. Receive the "Research Data Engineer Roles in Public Job Feeds" 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 search, job title, company, 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 "Research Data Engineer Roles in Public Job Feeds" task via API](https://apify.com/hirepulse/google-jobs-scraper.md).

## About this Actor

This example demonstrates how to use [Google Jobs Alternative: ATS & Public Job Listings](https://apify.com/hirepulse/google-jobs-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/hirepulse/google-jobs-scraper.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/hirepulse/google-jobs-scraper.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`).