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.

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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.

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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.

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Output schema

{
    "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": "<p><strong>Yazılım Takım Lideri</strong></p><p>Enerji sektörüne…</p>",
    "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.

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Examples

1 — Software jobs across all of Turkey

{
    "keyword": "yazilim",
    "maxItems": 500,
    "fetchDetails": true
}

2 — All job listings in Istanbul

{
    "location": "istanbul",
    "maxItems": 200,
    "daysOld": 7
}

3 — Scheduled daily incremental run

{
    "keyword": "muhasebe",
    "maxItems": 5000,
    "daysOld": 1,
    "skipReposts": true,
    "fetchDetails": false
}

4 — Scrape a specific Kariyer.net category page

{
    "startUrls": [
        { "url": "https://www.kariyer.net/is-ilanlari/pazarlama" },
        { "url": "https://www.kariyer.net/is-ilanlari/finans" }
    ],
    "maxItems": 1000
}

5 — Fast metadata-only survey

{
    "keyword": "proje-yonetici",
    "maxItems": 2000,
    "fetchDetails": false,
    "daysOld": 30
}

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💰 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.

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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.

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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.

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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

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Additional services

Need a custom actor, additional filters, scheduled runs, or integration support? Send an email to info@unfencedgroup.nl — we build on request.

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