# Kariyer.net Scraper - Turkish Job Listings (`studio-amba/kariyer-net-scraper`) Actor Scrape job listings from Kariyer.net, Turkey's largest job board with millions of active postings. Search by keyword, location, and category. Extract job titles, companies, salaries, locations, descriptions, and employment types. No login or cookies required. - **URL**: https://apify.com/studio-amba/kariyer-net-scraper.md - **Developed by:** [Studio Amba](https://apify.com/studio-amba) (community) - **Categories:** Jobs - **Stats:** 2 total users, 1 monthly users, 50.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## 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. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. 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). # README ### What does Kariyer.net Scraper do? **Kariyer.net Scraper** extracts job listings from [Kariyer.net](https://www.kariyer.net), Turkey's largest and oldest job portal with millions of active job postings. The scraper searches for jobs by keyword, location, and category, then returns structured data including job titles, companies, salaries, locations, descriptions, and employment types. Run it on the Apify platform to get **API access, scheduling, proxy rotation, webhook integrations, and monitoring** out of the box. No login or cookies required -- all data is extracted from publicly available job listings. ### Why use Kariyer.net Scraper? - **Market research**: Analyze the Turkish job market by sector, salary ranges, and demand for specific skills across all industries. - **Recruitment intelligence**: Monitor competitor hiring patterns across Turkey's largest talent marketplace. - **Salary benchmarking**: Collect salary data from thousands of Turkish job postings in TRY and USD. - **Job aggregation**: Feed Turkish job listings into your own job board, aggregator platform, or HR dashboard. - **Academic research**: Study employment trends, skill demand, and labor market dynamics in Turkey. - **Lead generation**: Identify actively hiring companies in Turkey for B2B outreach and recruitment services. - **Talent analytics**: Track which skills are in demand across Turkish cities and industries over time. - **Cross-border hiring**: Source Turkish talent for international companies expanding into the Turkish market. ### How to scrape Kariyer.net data 1. Go to the Kariyer.net Scraper page on Apify Store. 2. Click **Try for free** to open the Actor in Apify Console. 3. Enter your search keyword (e.g. "yazilim", "muhendis", "pazarlama", or any Turkish job title). 4. Optionally set a location (Istanbul, Ankara, Izmir, etc.) and job category. 5. Set the maximum number of results you want. 6. Click **Start** and wait for the run to finish. 7. Download your data as JSON, CSV, Excel, or connect it to your workflow via API. That's it -- no coding required. The scraper handles pagination, proxy rotation, and data extraction automatically. ### Input | Field | Type | Description | Default | |-------|------|-------------|---------| | `searchQuery` | String | Job search keyword (Turkish or English) | `yazilim` | | `location` | String | City name (Istanbul, Ankara, Izmir, Bursa, etc.) | All Turkey | | `category` | String | Job category (IT, Finance, Marketing, Engineering, etc.) | All categories | | `maxResults` | Integer | Maximum number of listings to scrape (1-10,000) | `100` | | `proxyConfiguration` | Object | Proxy settings (Turkish residential recommended) | Apify TR Residential | #### Example input ```json { "searchQuery": "yazilim", "location": "Istanbul", "maxResults": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "TR" } } ```` ### Output The scraper outputs structured JSON data for each job listing. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel. #### Example output ```json { "jobTitle": "Senior Yazilim Gelistirici", "company": "Turkcell Teknoloji", "location": "Istanbul", "salary": "45000 - 75000 TL", "employmentType": "Tam Zamanli", "category": "Bilgi Teknolojileri", "postedDate": "05.06.2026", "jobDescription": "Deneyimli yazilim gelistirici ariyoruz. Java ve Spring Boot konusunda en az 5 yil tecrube...", "url": "https://www.kariyer.net/is-ilani/senior-yazilim-gelistirici-turkcell-1234567", "scrapedAt": "2026-06-09T12:00:00.000Z" } ``` ### Data fields | Field | Description | |-------|-------------| | `jobTitle` | Job position title | | `company` | Hiring company name | | `location` | Job location (city or region in Turkey) | | `salary` | Salary range if displayed (TRY) | | `employmentType` | Employment type (full-time, part-time, remote, hybrid, etc.) | | `category` | Job category or department | | `postedDate` | Publication date of the listing | | `jobDescription` | Description text from the listing | | `url` | Direct link to the job listing on Kariyer.net | | `scrapedAt` | ISO 8601 timestamp of data collection | ### How much does it cost to scrape Kariyer.net? The Kariyer.net Scraper uses Playwright with residential proxies for reliable data extraction. Typical costs: - **50 listings**: ~$0.10-0.20 in platform credits - **100 listings**: ~$0.20-0.40 in platform credits - **1,000 listings**: ~$1.00-2.00 in platform credits Costs depend on the number of pages loaded and proxy usage. Start with a small run (10-50 results) to verify the output, then scale up. ### Tips and advanced options - **Use Turkish keywords** for broader results. Many listings are in Turkish only (e.g. "yazilim" instead of "software", "muhendis" instead of "engineer", "muhasebe" instead of "accounting", "pazarlama" instead of "marketing"). - **Set `maxResults`** to control costs. Start small (10-50) to verify the output, then scale up. - **Location filtering** supports all major Turkish cities: Istanbul, Ankara, Izmir, Bursa, Antalya, Adana, Konya, Gaziantep, Kocaeli, Mersin, Eskisehir, Kayseri, Samsun, Trabzon, Denizli, and 10+ more. Use "remote" for remote-only jobs. - **Schedule runs** to track new job listings daily or weekly using Apify's built-in scheduler. - **Combine with other scrapers** to build a comprehensive Turkish job market dataset. - **Turkish proxy recommended**: Use Turkish residential proxies (`apifyProxyCountry: "TR"`) for the most reliable results and to avoid geo-blocking. ### Supported locations Istanbul, Ankara, Izmir, Bursa, Antalya, Adana, Konya, Gaziantep, Kocaeli, Mersin, Eskisehir, Kayseri, Samsun, Trabzon, Denizli, Diyarbakir, Sakarya, Manisa, Malatya, Erzurum, Tekirdag, Balikesir, Mugla, and Remote work. ### Supported categories IT / Bilgi Teknolojileri, Finance / Finans, Marketing / Pazarlama, Engineering / Muhendislik, Sales / Satis, Human Resources / Insan Kaynaklari, Healthcare / Saglik, Education / Egitim, Logistics / Lojistik, Legal / Hukuk, Management / Yonetim, Retail / Perakende, Tourism / Turizm, Construction / Insaat, Production / Uretim, and Design / Tasarim. ### FAQ and support #### Is it legal to scrape Kariyer.net? This scraper extracts only publicly available job listing data that any visitor can see without logging in. It does not access private data, bypass authentication, or violate GDPR. Always review the website's Terms of Service before large-scale scraping and ensure your use case complies with applicable Turkish and EU laws. #### The scraper returns 0 results - Make sure your search query matches actual job listings on Kariyer.net. Try common Turkish job titles like "yazilim", "muhasebe", "muhendis", "pazarlama". - Try broader search terms or remove location/category filters. - Ensure residential proxies are enabled with Turkey as the proxy country. - The site may temporarily block automated access -- try again after a few minutes. #### Can I get custom modifications? Yes. If you need additional fields, different output formats, or integration with your systems, open an issue in the **Issues** tab or contact us for a custom solution. #### How often should I run this scraper? Kariyer.net updates listings continuously. For most use cases, running once daily or weekly is sufficient. Use Apify's scheduler to automate recurring runs. # Actor input Schema ## `searchQuery` (type: `string`): Job search keyword (e.g. 'yazilim', 'muhasebe', 'muhendis', 'pazarlama'). Supports Turkish and English. Defaults to 'yazilim' (software) if empty. ## `location` (type: `string`): City name (e.g. 'Istanbul', 'Ankara', 'Izmir', 'Bursa'). Leave empty for all Turkey. ## `category` (type: `string`): Job category filter. Leave empty for all categories. ## `maxResults` (type: `integer`): Maximum number of job listings to scrape. ## `proxyConfiguration` (type: `object`): Proxy settings. Turkish residential proxies recommended for reliable scraping. ## Actor input object example ```json { "searchQuery": "yazilim", "category": "", "maxResults": 100, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "TR" } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "searchQuery": "yazilim", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "TR" } }; // Run the Actor and wait for it to finish const run = await client.actor("studio-amba/kariyer-net-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "searchQuery": "yazilim", "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "TR", }, } # Run the Actor and wait for it to finish run = client.actor("studio-amba/kariyer-net-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "searchQuery": "yazilim", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "TR" } }' | apify call studio-amba/kariyer-net-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=studio-amba/kariyer-net-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Kariyer.net Scraper - Turkish Job Listings", "description": "Scrape job listings from Kariyer.net, Turkey's largest job board with millions of active postings. Search by keyword, location, and category. Extract job titles, companies, salaries, locations, descriptions, and employment types. No login or cookies required.", "version": "0.1", "x-build-id": "hchHqMhQ80k84Bu8v" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/studio-amba~kariyer-net-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-studio-amba-kariyer-net-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/studio-amba~kariyer-net-scraper/runs": { "post": { "operationId": "runs-sync-studio-amba-kariyer-net-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/studio-amba~kariyer-net-scraper/run-sync": { "post": { "operationId": "run-sync-studio-amba-kariyer-net-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "searchQuery": { "title": "Search Query", "type": "string", "description": "Job search keyword (e.g. 'yazilim', 'muhasebe', 'muhendis', 'pazarlama'). Supports Turkish and English. Defaults to 'yazilim' (software) if empty.", "default": "yazilim" }, "location": { "title": "Location", "type": "string", "description": "City name (e.g. 'Istanbul', 'Ankara', 'Izmir', 'Bursa'). Leave empty for all Turkey." }, "category": { "title": "Category", "enum": [ "", "it", "finance", "marketing", "engineering", "sales", "hr", "healthcare", "education", "logistics", "legal", "management", "retail", "tourism", "construction", "production", "design" ], "type": "string", "description": "Job category filter. Leave empty for all categories.", "default": "" }, "maxResults": { "title": "Max Results", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum number of job listings to scrape.", "default": 100 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Turkish residential proxies recommended for reliable scraping.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "TR" } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```