Kariyer.net Scraper

Slug: fatihtahta/kariyer-net-scraper
Price: $4.00 per 1,000 saved jobs

A fast, reliable scraper for extracting structured job listings from Kariyer.net. Provide a listings page URL (like "Yazılım" jobs) and receive a clean dataset. It's built for stability using DOM-first selectors and Turkish residential proxies to match local rendering.

Overview

This actor scrapes job listing cards directly from Kariyer.net search result pages. It extracts data from the visible card elements without navigating to individual job detail pages, which allows for high-speed data collection. The output is a normalized, deduplicated dataset ready for export and analysis.

Key Features

• DOM-First Extraction: Uses stable data-test attribute selectors (e.g., div[data-test="ad-card"]) for reliable parsing, minimizing breakage from site changes.
• High Throughput: Scrapes only listing pages, not individual job pages, enabling fast collection of thousands of records.
• Production Reliability: Implements Turkish residential proxies, session pooling, cookie persistence, and polite throttling to handle anti-scraping measures.
• Clean Output: Deduplicates jobs using stable IDs derived from URLs and provides normalized fields.
• Flexible Export: Download results from the dataset as JSON, CSV, Excel, or HTML.

How to Use

Configure the actor with a simple input. The primary option is the startUrls array.

Input Configuration:
* startUrls (array of strings, optional): One or more Kariyer.net listing page URLs to scrape. Defaults to ["https://www.kariyer.net/is-ilanlari/yazilim"].
* limit (number, optional): Maximum number of job records to save. Default is 50000, maximum is 50000.

Example Input:

{
  "startUrls": [
    "https://www.kariyer.net/is-ilanlari/yazilim",
    "https://www.kariyer.net/is-ilanlari/istanbul"
  ],
  "limit": 1200
}

Input & Output

Input: Provide listing page URLs via startUrls. Start with a small limit to test your target page.

Output: The actor saves items to the dataset. Each record is wrapped in an outputrecord object containing the job data.

Output Fields:
* id: Stable numeric ID parsed from the job URL.
* url: Absolute URL to the job posting.
* title: Job title.
* company: Hiring company name.
* location: City or region.
* workModel: e.g., "İş Yerinde", "Hibrit", "Uzaktan".
* employmentType: e.g., "Tam zamanlı".
* postedRelative: Relative posting time (e.g., "1 gün").
* logoUrl: URL of the company logo.
* sponsored: true if marked as a sponsored listing, otherwise null.
* source: Always "kariyer.net".
* crawledAt: ISO timestamp of when the record was scraped.
* version: Actor output schema version.

Example Output Item:

{
  "outputrecord": {
    "id": "4275364",
    "url": "https://www.kariyer.net/is-ilani/cherasoft-bilisim-teknolojileri-yazilim-satis-ve-pazarlama-uzmani-4275364",
    "title": "Yazılım Satış ve Pazarlama Uzmanı",
    "company": "Cherasoft Bilişim Teknolojileri",
    "location": "İzmir",
    "workModel": "İş Yerinde",
    "employmentType": "Tam zamanlı",
    "postedRelative": "1 gün",
    "logoUrl": "https://.../company-logo.png",
    "sponsored": true,
    "source": "kariyer.net",
    "crawledAt": "2025-10-12T10:15:30.000Z",
    "version": "2.2.0"
  }
}

Typical Use Cases

• Talent Mapping: Track open roles by title, company, location, and work model.
• Market Intelligence: Monitor hiring demand across technologies, cities, and industries.
• Lead Generation: Identify companies that are actively hiring for B2B outreach.
• Data Pipelines: Feed structured job data into dashboards, BI tools, or alert systems.