# Data Engineer Jobs for RAG

**Use case:** 

Collect current data engineer jobs from Welcome to the Jungle as RAG-ready records for AI career search and recruiting workflows.

## Input

```json
{
  "query": "data engineer",
  "locale": "en",
  "countryCodes": [],
  "locations": [],
  "contractTypes": [],
  "remotePolicies": [],
  "categories": [],
  "includeJobDetails": false,
  "outputMode": "rag",
  "chunkSize": 512,
  "chunkOverlap": 50,
  "maxItems": 20,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

## Output

```json
{
  "title": {
    "label": "Title",
    "format": "string"
  },
  "company": {
    "label": "Company",
    "format": "object"
  },
  "primaryLocation": {
    "label": "Location",
    "format": "string"
  },
  "salary": {
    "label": "Salary",
    "format": "object"
  },
  "scrapedAt": {
    "label": "Scraped At",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Welcome to the Jungle Jobs: JSON/RAG Scraper](https://apify.com/getascraper/welcome-to-the-jungle-jobs-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/getascraper/welcome-to-the-jungle-jobs-scraper.md) to learn more, explore other use cases, and run it yourself.


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

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/getascraper/welcome-to-the-jungle-jobs-scraper.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).