# Indeed Job Listings Scraper for Python Developer in SG

**Use case:** 

Fetch detailed job listings for Python developer roles in Singapore. Includes job title, company, salary range, location, and full job descriptions.

## Input

```json
{
  "search_queries": [
    "python developer"
  ],
  "country": "SG",
  "fetch_descriptions": true,
  "max_results": 200,
  "request_delay": 0,
  "max_concurrency": 8,
  "max_requests_per_minute": 60,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "job_id": {
    "label": "Job id"
  },
  "url": {
    "label": "Job URL",
    "format": "link"
  },
  "title": {
    "label": "Title",
    "format": "text"
  },
  "company_name": {
    "label": "Company",
    "format": "text"
  },
  "company_url": {
    "label": "Company url"
  },
  "company_rating": {
    "label": "Rating",
    "format": "number"
  },
  "company_review_count": {
    "label": "Company review count"
  },
  "company_logo_url": {
    "label": "Company logo url"
  },
  "company_id": {
    "label": "Company id"
  },
  "company_tier": {
    "label": "Company tier"
  },
  "company_website": {
    "label": "Company website",
    "format": "link"
  },
  "company_twitter": {
    "label": "Company twitter"
  },
  "company_instagram": {
    "label": "Company instagram"
  },
  "company_facebook": {
    "label": "Company facebook"
  },
  "company_industry": {
    "label": "Industry",
    "format": "text"
  },
  "company_ceo": {
    "label": "Company ceo"
  },
  "company_hq": {
    "label": "Company hq"
  },
  "rating_count": {
    "label": "Rating count"
  },
  "rating_work_life_balance": {
    "label": "Rating work life balance"
  },
  "rating_management": {
    "label": "Rating management"
  },
  "location": {
    "label": "Location",
    "format": "text"
  },
  "workplace_type": {
    "label": "Workplace",
    "format": "text"
  },
  "employment_type": {
    "label": "Employment type",
    "format": "text"
  },
  "latitude": {
    "label": "Latitude"
  },
  "longitude": {
    "label": "Longitude"
  },
  "city": {
    "label": "City",
    "format": "text"
  },
  "region": {
    "label": "Region",
    "format": "text"
  },
  "postal_code": {
    "label": "Postal code"
  },
  "ref_num": {
    "label": "Requisition ID",
    "format": "text"
  },
  "employer_url": {
    "label": "Employer job URL",
    "format": "link"
  },
  "occupations": {
    "label": "Occupations"
  },
  "skills": {
    "label": "Skills"
  },
  "benefits": {
    "label": "Benefits"
  },
  "education": {
    "label": "Education"
  },
  "certifications": {
    "label": "Certifications"
  },
  "schedule": {
    "label": "Schedule"
  },
  "experience_level": {
    "label": "Experience level",
    "format": "text"
  },
  "experience_years": {
    "label": "Years required",
    "format": "number"
  },
  "language": {
    "label": "Language"
  },
  "is_expired": {
    "label": "Is expired"
  },
  "is_urgent_hire": {
    "label": "Is urgent hire"
  },
  "is_high_volume_hiring": {
    "label": "Is high volume hiring"
  },
  "salary_min": {
    "label": "Salary min",
    "format": "number"
  },
  "salary_max": {
    "label": "Salary max",
    "format": "number"
  },
  "salary_currency": {
    "label": "Currency",
    "format": "text"
  },
  "salary_period": {
    "label": "Pay period",
    "format": "text"
  },
  "salary_raw": {
    "label": "Salary raw"
  },
  "description_text": {
    "label": "Description text"
  },
  "description_html": {
    "label": "Description html"
  },
  "posted_relative": {
    "label": "Posted relative"
  },
  "posted_iso": {
    "label": "Posted",
    "format": "date"
  },
  "apply_url": {
    "label": "Apply url"
  },
  "country": {
    "label": "Country"
  },
  "scraped_at": {
    "label": "Scraped at"
  }
}
```

## About this Actor

This example demonstrates how to use [Indeed Scraper — Jobs, Salaries & Company Data](https://apify.com/herus13/indeed-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/herus13/indeed-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/herus13/indeed-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).
