# Kariyer.net Scraper (`unfenced-group/kariyer-net-scraper`) Actor
Scrape structured job listings from kariyer.net, Turkey's largest job board. Filter by keyword, location or URL. Full descriptions, repost detection, incremental runs.
- **URL**: https://apify.com/unfenced-group/kariyer-net-scraper.md
- **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community)
- **Categories:** Jobs
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
from $1.50 / 1,000 results
This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## 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
## Kariyer.net Scraper
Extract structured job listings from **Kariyer.net**, Turkey's largest job board with over 200,000 active postings. Retrieve titles, companies, locations, work models, employment types, publish dates, and full job descriptions at scale. No API key required.
---
### Why this scraper?
#### 📋 Complete job data
Captures all key listing fields — job title, company, location, work model (remote / hybrid / on-site), employment type, and publication date — from every matched result.
#### 📝 Full job descriptions
Fetches the complete job description from each detail page in plain text, HTML, and Markdown formats, ready for downstream NLP or storage.
#### 🔍 Keyword & location filtering
Filter by any job category or skill keyword, any Turkish city or region, or supply your own listing URLs directly for maximum precision.
#### 🔁 Repost detection
Cross-run deduplication with a 90-day memory window. Enable `Skip reposts` to receive only genuinely new listings on every scheduled run.
#### 📅 Age filtering
Set a `Max age` in days to limit results to recently published listings only — ideal for daily or weekly incremental pipelines.
#### ⚡ Fast metadata mode
Disable `Fetch detail pages` to retrieve listing metadata only — typically 3–5× faster and suitable for high-volume monitoring tasks.
---
### Input parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| `keyword` | string | — | Job category or skill keyword, e.g. `yazilim`, `muhasebe`, `pazarlama` |
| `location` | string | — | City or region, e.g. `istanbul`, `ankara`, `izmir`. Used when no keyword is set. |
| `maxItems` | integer | 1000 | Maximum number of results to return |
| `daysOld` | integer | — | Only return jobs posted within this many days |
| `fetchDetails` | boolean | true | Fetch full description and exact dates from each job page |
| `skipReposts` | boolean | false | Skip listings already seen in a previous run |
| `startUrls` | array | — | One or more Kariyer.net listing URLs to scrape directly (overrides keyword/location) |
**Note:** If both `keyword` and `location` are provided, the keyword takes precedence. Combined filtering is not supported by the source site's URL structure.
---
### Output schema
```json
{
"id": "4421787",
"url": "https://www.kariyer.net/is-ilani/artibilim-yazilim-takim-lideri-4421787",
"title": "Yazılım Takım Lideri",
"company": "ArtıBilim Bilgi ve Eğitim Teknolojileri",
"companyWebsite": null,
"location": "Mersin",
"workModel": "İş Yerinde",
"employmentType": "Tam zamanlı",
"isSponsored": false,
"publishDate": "2026-04-05",
"publishDateISO": "2026-04-05",
"closingDate": "2026-05-04",
"salaryMin": null,
"salaryMax": null,
"salaryCurrency": "TRY",
"salaryPeriod": null,
"descriptionHtml": "Yazılım Takım Lideri
Enerji sektörüne…
",
"descriptionText": "Yazılım Takım Lideri Enerji sektörüne yönelik…",
"descriptionMarkdown": "**Yazılım Takım Lideri**\n\nEnerji sektörüne…",
"contentHash": "a3f1c7e2d0b89412",
"isRepost": false,
"originalPublishDate": null,
"originalUrl": null,
"source": "kariyer.net",
"scrapedAt": "2026-04-22T10:15:30.000Z"
}
````
**Field notes:**
- `salaryMin` / `salaryMax` — Kariyer.net rarely publishes salary data publicly; these fields are `null` in the majority of listings.
- `closingDate` — Application deadline where disclosed by the employer.
- `companyWebsite` — Not exposed in Kariyer.net listings; always `null`.
- `descriptionHtml` / `descriptionText` / `descriptionMarkdown` — All three are `null` when `fetchDetails` is disabled.
***
### Examples
#### 1 — Software jobs across all of Turkey
```json
{
"keyword": "yazilim",
"maxItems": 500,
"fetchDetails": true
}
```
#### 2 — All job listings in Istanbul
```json
{
"location": "istanbul",
"maxItems": 200,
"daysOld": 7
}
```
#### 3 — Scheduled daily incremental run
```json
{
"keyword": "muhasebe",
"maxItems": 5000,
"daysOld": 1,
"skipReposts": true,
"fetchDetails": false
}
```
#### 4 — Scrape a specific Kariyer.net category page
```json
{
"startUrls": [
{ "url": "https://www.kariyer.net/is-ilanlari/pazarlama" },
{ "url": "https://www.kariyer.net/is-ilanlari/finans" }
],
"maxItems": 1000
}
```
#### 5 — Fast metadata-only survey
```json
{
"keyword": "proje-yonetici",
"maxItems": 2000,
"fetchDetails": false,
"daysOld": 30
}
```
***
### 💰 Pricing
**$1.50 per 1,000 results** — you only pay for successfully retrieved listings.
Failed retries and filtered reposts are never charged.
| Results | Cost |
|---|---|
| 100 | ~$0.15 |
| 1,000 | ~$1.50 |
| 10,000 | ~$15.00 |
| 100,000 | ~$150.00 |
> Flat-rate alternatives typically charge $29–$49/month regardless of usage.
Use the **Max results** cap to control your spend exactly.
***
### Performance
| Run size | fetchDetails | Approx. time |
|---|---|---|
| 100 results | true | ~2 min |
| 500 results | true | ~8 min |
| 1,000 results | true | ~15 min |
| 5,000 results | false | ~12 min |
| 10,000 results | false | ~25 min |
Times are estimates and depend on Kariyer.net response speed and proxy latency.
***
### Known limitations
- **Salary data** is almost never publicly visible on Kariyer.net; `salaryMin`/`salaryMax` will be `null` for the vast majority of listings.
- **Combined keyword + location** filtering is not supported by the site's URL structure. Supply `startUrls` for precise combined filters.
- **Company website** is not exposed in listings and is always `null`.
- Results are capped at the number of listings available for the given search — Kariyer.net pagination depth is finite per category.
***
### Technical details
- **Source:** kariyer.net — Turkey's largest job board
- **Memory:** 256 MB
- **Repost storage:** KeyValueStore `kariyer-net-job-dedup`, 90-day TTL
- **Retry:** Automatic retry on network errors, exponential backoff, 3 attempts per request
***
### Additional services
Need a custom actor, additional filters, scheduled runs, or integration support?
Send an email to — we build on request.
***
*Built by [unfenced-group](https://apify.com/unfenced-group) · Issues? Open a ticket or send a message.*
# Actor input Schema
## `keyword` (type: `string`):
Job title or skill keyword to search for, e.g. 'yazilim', 'muhasebe', 'pazarlama'.
## `location` (type: `string`):
City or region to filter results, e.g. 'istanbul', 'ankara', 'izmir'. Used when no keyword is provided.
## `maxItems` (type: `integer`):
Maximum number of job listings to return.
## `daysOld` (type: `integer`):
Only return jobs posted within this many days. Leave empty for no date filter.
## `fetchDetails` (type: `boolean`):
When enabled, fetches each job's detail page to retrieve the full description, exact publish date, and closing date. Disable for faster, metadata-only runs.
## `skipReposts` (type: `boolean`):
Skip jobs that were already seen in previous runs (90-day memory). Useful for incremental / scheduled runs.
## `startUrls` (type: `array`):
One or more Kariyer.net listing, category, or search result URLs to scrape directly. Overrides keyword/location inputs.
## Actor input object example
```json
{
"keyword": "",
"location": "",
"maxItems": 5,
"fetchDetails": true,
"skipReposts": false,
"startUrls": []
}
```
# Actor output Schema
## `results` (type: `string`):
No description
# 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 = {};
// Run the Actor and wait for it to finish
const run = await client.actor("unfenced-group/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 = {}
# Run the Actor and wait for it to finish
run = client.actor("unfenced-group/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 '{}' |
apify call unfenced-group/kariyer-net-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=unfenced-group/kariyer-net-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Kariyer.net Scraper",
"description": "Scrape structured job listings from kariyer.net, Turkey's largest job board. Filter by keyword, location or URL. Full descriptions, repost detection, incremental runs.",
"version": "0.0",
"x-build-id": "lonfYE6qZqpWHJFMX"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/unfenced-group~kariyer-net-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-unfenced-group-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": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/unfenced-group~kariyer-net-scraper/runs": {
"post": {
"operationId": "runs-sync-unfenced-group-kariyer-net-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/unfenced-group~kariyer-net-scraper/run-sync": {
"post": {
"operationId": "run-sync-unfenced-group-kariyer-net-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"keyword": {
"title": "Keyword",
"type": "string",
"description": "Job title or skill keyword to search for, e.g. 'yazilim', 'muhasebe', 'pazarlama'.",
"default": ""
},
"location": {
"title": "Location",
"type": "string",
"description": "City or region to filter results, e.g. 'istanbul', 'ankara', 'izmir'. Used when no keyword is provided.",
"default": ""
},
"maxItems": {
"title": "Max results",
"minimum": 1,
"type": "integer",
"description": "Maximum number of job listings to return.",
"default": 5
},
"daysOld": {
"title": "Max age (days)",
"type": "integer",
"description": "Only return jobs posted within this many days. Leave empty for no date filter."
},
"fetchDetails": {
"title": "Fetch detail pages",
"type": "boolean",
"description": "When enabled, fetches each job's detail page to retrieve the full description, exact publish date, and closing date. Disable for faster, metadata-only runs.",
"default": true
},
"skipReposts": {
"title": "Skip reposts",
"type": "boolean",
"description": "Skip jobs that were already seen in previous runs (90-day memory). Useful for incremental / scheduled runs.",
"default": false
},
"startUrls": {
"title": "Start URLs",
"type": "array",
"description": "One or more Kariyer.net listing, category, or search result URLs to scrape directly. Overrides keyword/location inputs.",
"default": [],
"items": {
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"title": "URL of a web page",
"format": "uri"
}
}
}
}
}
},
"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
}
}
}
}
}
}
}
}
}
}
```