# Data Analyst Jobs From ATS

**Use case:** 

Analytics and business-intelligence openings from the registry of 1,045 verified employer boards. Every row carries the company, the location as the employer wrote it, the apply URL and the advert text.

## Input

```json
{
  "registryPick": [
    "greenhouse:stripe",
    "ashby:ramp",
    "ashby:notion"
  ],
  "registryAts": [],
  "useRegistry": true,
  "registryLimit": 0,
  "registryCountry": [],
  "registryMinJobs": 0,
  "keywords": [
    "data analyst",
    "analytics",
    "business intelligence"
  ],
  "excludeKeywords": [],
  "location": "",
  "remoteOnly": false,
  "postedWithinDays": 0,
  "salaryMin": 0,
  "employmentType": "",
  "includeDescription": true,
  "descriptionFormat": "text",
  "outputFormat": "flat",
  "deduplicate": "none",
  "onlyNew": false,
  "maxItems": 1000,
  "companies": [],
  "boards": [],
  "companiesPerBatch": 20
}
```

## Output

```json
{
  "title": {
    "label": "Job title",
    "format": "string"
  },
  "company": {
    "label": "Company",
    "format": "string"
  },
  "location": {
    "label": "Location",
    "format": "string"
  },
  "city": {
    "label": "City",
    "format": "string"
  },
  "country": {
    "label": "Country",
    "format": "string"
  },
  "remote": {
    "label": "Fully remote",
    "format": "boolean"
  },
  "hybrid": {
    "label": "Hybrid",
    "format": "boolean"
  },
  "has_remote_option": {
    "label": "Remote possible",
    "format": "boolean"
  },
  "employment_type": {
    "label": "Employment type",
    "format": "string"
  },
  "experience_level": {
    "label": "Seniority",
    "format": "string"
  },
  "department": {
    "label": "Department",
    "format": "string"
  },
  "salary_min": {
    "label": "Salary from",
    "format": "number"
  },
  "salary_max": {
    "label": "Salary to",
    "format": "number"
  },
  "salary_currency": {
    "label": "Currency",
    "format": "string"
  },
  "salary_period": {
    "label": "Pay period",
    "format": "string"
  },
  "salary_raw": {
    "label": "Salary as published",
    "format": "string"
  },
  "posted_at": {
    "label": "Posted",
    "format": "string"
  },
  "posted_days_ago": {
    "label": "Days ago",
    "format": "integer"
  },
  "description_text": {
    "label": "Description",
    "format": "string"
  },
  "url": {
    "label": "Link",
    "format": "string"
  },
  "source": {
    "label": "ATS",
    "format": "string"
  },
  "company_slug": {
    "label": "Company slug",
    "format": "string"
  },
  "job_id": {
    "label": "Job ID",
    "format": "string"
  },
  "ref_number": {
    "label": "Ref number",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [ATS Job Listings API $0.99/1K — Lever Job Board, Job Openings](https://apify.com/snow_leo_data/greenhouse-workday-lever-ashby-ats-jobs-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/snow_leo_data/greenhouse-workday-lever-ashby-ats-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).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/snow_leo_data/greenhouse-workday-lever-ashby-ats-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).