# Data engineer jobs in Germany where German is optional

**Use case:** 

Data engineer jobs from the Arbeitsagentur Jobbörse, the German federal job board, kept only when the job text does not require German (not asked, or nice to have). Read from what the posting says, not from the language it is written in.

## Input

```json
{
  "searches": [
    "Data Engineer"
  ],
  "output": "all",
  "summaryRows": false,
  "withSalaryOnly": false,
  "remoteOnly": false,
  "localLanguageFilter": "not-required-or-optional",
  "includeDescription": true,
  "trackChanges": true,
  "maxJobsPerSearch": 100
}
```

## Output

```json
{
  "search": {
    "label": "search"
  },
  "title": {
    "label": "title"
  },
  "company": {
    "label": "company"
  },
  "location": {
    "label": "location"
  },
  "salaryMin": {
    "label": "salaryMin"
  },
  "salaryMax": {
    "label": "salaryMax"
  },
  "salaryInterval": {
    "label": "salaryInterval"
  },
  "contractDuration": {
    "label": "contractDuration"
  },
  "occupation": {
    "label": "occupation"
  },
  "postedAt": {
    "label": "postedAt"
  },
  "isNewSinceLastRun": {
    "label": "isNewSinceLastRun"
  },
  "jobUrl": {
    "label": "jobUrl"
  }
}
```

## How it works

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

The Arbeitsagentur Jobbörse Scraper — Bundesagentur für Arbeit Actor is ready to run with the inputs already set for "Data engineer jobs in Germany where German is optional". [Sign up or log in](https://console.apify.com/create-task-from-example/yib0gcL6jV4dKFnJE) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Data engineer jobs in Germany where German is optional" task

The Arbeitsagentur Jobbörse Scraper — Bundesagentur für Arbeit Actor will start running based on the input automatically. You can also change all the input fields, like searches, what to return, and more, to match your specific use case.

### 3. Receive the "Data engineer jobs in Germany where German is optional" 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, 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 "Data engineer jobs in Germany where German is optional" task via API](https://apify.com/northbell/arbeitsagentur-jobs-scraper.md).

## About this Actor

This example demonstrates how to use [Arbeitsagentur Jobbörse Scraper — Bundesagentur für Arbeit](https://apify.com/northbell/arbeitsagentur-jobs-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/northbell/arbeitsagentur-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/northbell/arbeitsagentur-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`).