Kariyer Scraper: Kariyer.net Turkey Job Listings

Scrape job listings from Kariyer.net, the largest job board in Turkey, by city, keyword or listing link. Each row: job title, company, location, work model, employment type, sector, listing age, sponsored flag and posting link. 50 jobs a page, up to 100 pages a search.

• Pay per result row: the platform usage of the run is included, and a run that finds nothing has no result charges.
• No login, no cookies, no account on Kariyer.net: public pages only.
• Export to JSON, CSV, Excel, XML or HTML, or read the rows through the Apify API.
• Start it from the Console, on a schedule, through the API, or as a tool for agents over MCP.
• Tested every day on its example input, with the rows checked, and repaired when a check fails.

What you can use it for

• Turkish labour market research: count postings by city, sector, work model and employment type for any job title.
• Hiring signals for B2B sales: see which companies in Istanbul, Ankara or Izmir post roles now, and in which sectors.
• Job boards and alerts: a daily feed of new and updated postings for a keyword or place, with the listing age and link.
• Remote and hybrid work research: how many postings in a city or sector are remote, hybrid or on-site.

What you get

Every result is one row in the run's dataset. Download it as JSON, CSV, Excel or HTML, or read it through the Apify API. The main fields:

Field	Meaning
title	Job title
company	Company
location	Location
workModel	Work model
employmentType	Employment type
sector	Sector
age	Listed
dateStatus	Date status
sponsored	Sponsored
search	Search
url	Posting

Example row:

{
  "jobId": 4588537,
  "title": "Gayrimenkul Danışmanı",
  "company": "ODEUM EMLAK GAYRİMENKUL İNŞAAT TİCARET LİMİTED ŞİRKETİ",
  "companyId": 451207,
  "location": "İstanbul(Asya)",
  "workModel": "Hybrid",
  "employmentType": "Full time",
  "sector": "Gayrimenkul",
  "positionCategory": "Gayrimenkul Danışmanı",
  "age": "4 hours",
  "ageHours": 4,
  "dateStatus": "updated",
  "sponsored": false,
  "disabilityFriendly": false,
  "search": "istanbul",
  "page": 1,
  "position": 7,
  "url": "https://www.kariyer.net/is-ilani/odeum-emlak-gayrimenkul-insaat-ticaret-limited-sir-gayrimenkul-danismani-4588537"
}

How to use it

1. Open the Input tab (or call the actor through the API, see below).
2. Fill in Locations, Pages per search; the form opens with a working example.
3. Set Maximum results to cap the size and the cost of the run.
4. Click Start. Rows appear on the Output tab while the run works.
5. Download the dataset, or connect it to Google Sheets, Make, Zapier, n8n or a webhook.

Input

Field	Type	Required	Description
locations	array	no	Places as Kariyer.net names them, e.g. istanbul, ankara, izmir, istanbul avrupa, istanbul asya, remote, or a district page name such as istanbul+asya-kadikoy. Turkish letters are fine. Leave empty (and Keywords empty) for the newest jobs of all of Turkey.
keywords	array	no	Words for the site's own job search, e.g. python, muhasebe, satis temsilcisi. With Locations, every keyword is searched in every place.
startUrls	array	no	Kariyer.net listing links you opened in the browser, e.g. https://www.kariyer.net/is-ilanlari/ankara-muhasebe or https://www.kariyer.net/is-ilanlari?kw=python. Only /is-ilanlari pages are read.
maxPages	integer	no	Listing pages to read for each search (50 jobs a page; the site shows at most 100 pages). Default: 2.
maxItems	integer	no	The run stops after this many result rows. It also caps what one run can cost. Default: 100.
proxyConfiguration	object	no	Leave as is: the run starts on the cheapest network the site accepts and switches to Apify Proxy automatically when the site blocks it. Pick proxy groups here only to force one specific network.

Field names from other tools work too: query is read as keywords, city as locations and limit as maxItems.

Example input:

{
  "locations": [
    "istanbul"
  ],
  "maxPages": 1,
  "maxItems": 20
}

Pricing

You pay per result row in the dataset (the current price per 1,000 results is on the Pricing tab). A run that finds nothing produces no rows and no result charges. Set Maximum results to cap what a single run can cost.

Limits and notes

• Reads the public listing pages of kariyer.net only: 50 jobs a page and at most 100 pages a search, as the site shows them. Posting pages and candidate pages are never read; company names are the employers' own (Gizli Firma means the employer keeps its name hidden).
• A place or listing link the site has no page for is skipped and named in the run log, never widened to all of Turkey. Jobs seen on an earlier page or search are not repeated.
• Listed is the age the site shows (updated or posted that long ago, or the last day to apply); work model and employment type are given in English.
• Not affiliated with Kariyer.net.
• Only publicly visible data is collected. No login, no paywalled content, no personal contact details.
• The actor reads only pages that the site's robots.txt leaves open to automated access.
• Sites change their pages from time to time. The actor is checked automatically and repaired when a check fails.
• Each run sends one short usage record to the developer: the Actor and run IDs, the number of results, whether the run succeeded (and if not, the kind of error, such as "blocked" or "input problem"), whether the account is on a paid Apify plan, how the run was started (for example from the Console, the API or a schedule) and a one-way fingerprint of the account (a hash, not the account ID), so that repeat runs of one account count once. It contains nothing from your input or results.

Run it through the API

Python, with the apify-client package:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("v0iddo/kariyer-scraper").call(run_input={"locations": ["istanbul"], "maxPages": 1, "maxItems": 20})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

JavaScript, with the apify-client package:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('v0iddo/kariyer-scraper').call({"locations": ["istanbul"], "maxPages": 1, "maxItems": 20});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

One HTTP call that waits for the run and returns the rows (for runs that finish within 5 minutes):

curl -X POST "https://api.apify.com/v2/acts/v0iddo~kariyer-scraper/run-sync-get-dataset-items?token=<YOUR_APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"locations": ["istanbul"], "maxPages": 1, "maxItems": 20}'

Use it from an agent (MCP)

Claude, Cursor, VS Code and other MCP clients can call this actor as a tool through the Apify MCP server. Add it to the client's MCP configuration:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=v0iddo/kariyer-scraper",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Then ask, for example: "List the Python jobs in Istanbul on Kariyer.net with company, work model and how long ago they were listed."

FAQ

Do I need an account on Kariyer.net, cookies or an API key?

No. The actor reads only what every visitor of Kariyer.net can see, without logging in. You only need an Apify account to start it.

How many results can one run return?

Up to 5,000 rows per run. Without a limit it stops at 100. Set Maximum results to the number you need; large jobs can also be split into several runs or scheduled.

How am I charged?

Per result row in the dataset, at the price on the Pricing tab for your Apify plan. The platform usage of the run is included in that price. A run that finds nothing produces no rows and no result charges, and your spending limit for a run is always respected.

Why did my run return no results?

The status message of the run says why: nothing matched the input, the input was not a page the actor understands, the page is closed to automated access by robots.txt, or the site refused every network the actor tried. Check the input against the example above and run it again with a small limit.

Can I run it on a schedule?

Yes. Save your input as a task and add a schedule in the Apify Console (daily, hourly or with a cron expression). Each run gets its own dataset, so you keep a history.

Which formats can I export?

JSON, CSV, Excel, XML, HTML table and RSS from the Output tab or the API. Integrations send the rows to Google Sheets, Slack, Make, Zapier, n8n or a webhook.

Is collecting this data allowed?

The actor collects only what Kariyer.net publishes to every visitor, without a login, and it reads only pages that robots.txt leaves open. Public data can still be personal data under laws such as the GDPR, and sites have their own terms: make sure your use of the data follows the rules that apply to you.

What happens when Kariyer.net changes its pages?

Automated tests run the actor every day on the example input and check the rows, not only that the run finished. When a check fails, the actor is repaired and rebuilt; the build history on this page shows each update.

Something is missing or wrong. Where do I report it?

Open an issue on the Issues tab of this actor with the run link. Requests for a new field are welcome too.

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