NFSZ Scraper - Hungarian National Employment Service Jobs

What does NFSZ Scraper do?

NFSZ Scraper extracts job vacancies from vmp.munka.hu, the Virtuális Munkaerőpiac Portál (Virtual Labour Market Portal) run by NFSZ (Nemzeti Foglalkoztatási Szolgálat), Hungary's national public employment service. It collects job titles, FEOR occupation codes, work locations, salaries, education requirements, benefits, and application contact details, directly from the site's own server-rendered search results. No login or cookies required.

Use it on the Apify platform to get structured Hungarian labour-market data via API, schedule recurring scrapes, and integrate with tools like Zapier, Make, Google Sheets, and Slack.

How to scrape NFSZ data

1. Go to the NFSZ Scraper on the Apify Store.
2. Click Try for free to open the actor in the Apify Console.
3. Enter a Hungarian-language keyword (e.g. "eladó", "ápoló", "gépkezelő") — the site's own search matches it against job titles, FEOR occupation names, education, and locations.
4. Set the maximum number of results you want.
5. Click Start and wait for the run to finish.
6. Download your data as JSON, CSV, Excel, or HTML from the Output tab.

Why use NFSZ Scraper?

• Recruitment and hiring — Monitor vacancies registered with the Hungarian public employment service to understand hiring trends by region, sector, and occupation.
• Salary research — Benchmark gross monthly salaries employers report to the labour office, by occupation and location.
• Labor market analysis — Track which FEOR occupations and cities have the most open positions, and how education requirements break down.
• EU-mobility research — Vacancies flag whether they're explicitly recommended to EU citizens, useful for cross-border labour-mobility research.
• Academic and public-policy research — Gather structured Hungarian labour-market data straight from the official employment service registry.

Input

Field	Type	Required	Description
searchQuery	String	No	Hungarian-language keyword (e.g. "eladó", "ápoló", "gépkezelő"). Matched against job titles, FEOR occupation names, education, and locations. Leave empty to fall back to a default keyword — the site requires a keyword and returns an error for a fully unfiltered nationwide browse (1,900+ open vacancies at time of writing).
maxResults	Integer	No	Maximum number of job vacancies to scrape (default: 100, max: 5000).
proxyConfiguration	Object	No	Proxy settings. vmp.munka.hu has no anti-bot/fingerprint check, but does rate-limit by IP, so the actor rotates an Apify proxy session per request. The free automatic pool is used by default — no residential proxy needed.

Output

Each result contains structured data about a single job vacancy. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Example output

{
    "jobId": "600286",
    "jobTitle": "Kereskedő - Bolti eladó",
    "feorCode": "5111",
    "feorName": "Kereskedő",
    "positionDetail": "Bolti eladó",
    "educationLevel": "szakmunkásképző",
    "city": "Rétság",
    "postalCode": "2651",
    "fullAddress": "2651 Rétság Rákóczi út 33.",
    "numberOfPositions": 2,
    "salaryFrom": 322800,
    "salaryTo": null,
    "currency": "HUF",
    "employmentRelationship": "Munka Törvénykönyve szerinti",
    "staffCategory": "szakmunkás",
    "workSchedule": "munkaidőkeret",
    "fullPartTimeHours": "8 / 0",
    "availableToEuCitizens": false,
    "benefits": "Utazási támogatás.",
    "specialRequirements": null,
    "specialConditions": null,
    "jobDescription": "Vevők kiszolgálása, valamint egyéb, az áruforgalomhoz és bolti munkához kapcsolódó feladatok ellátása.",
    "applicationInfo": "Fényképpel ellátott önéletrajzzal a regionalis@t-online.hu e-mail címen.",
    "applicationEmail": "regionalis@t-online.hu",
    "validFrom": "2026-06-19T00:00:00.000Z",
    "validTo": "2026-08-31T00:00:00.000Z",
    "url": "https://vmp.munka.hu/allas/reszletek/600286",
    "scrapedAt": "2026-08-07T15:10:00.000Z"
}

Data fields

Field	Type	Description
jobId	String	Internal vmp.munka.hu vacancy ID
jobTitle	String	Job title, combining the FEOR occupation name and any position detail
feorCode	String	Official Hungarian FEOR occupation classification code
feorName	String	Base occupation name from the FEOR classification
positionDetail	String	Employer-specified refinement of the base occupation
educationLevel	String	Minimum required education level(s), comma-separated when multiple are accepted
city	String	City/town where the job is located
postalCode	String	4-digit Hungarian postal code of the work location, when parseable
fullAddress	String	Full work-location address as listed by the employer
numberOfPositions	Integer	Number of open positions for this vacancy
salaryFrom	Number	Minimum monthly gross salary in HUF, when disclosed
salaryTo	Number	Maximum monthly gross salary in HUF, when disclosed
currency	String	Always "HUF"
employmentRelationship	String	Type of employment contract
staffCategory	String	Employer's internal staff category for the role
workSchedule	String	Work schedule/regime
fullPartTimeHours	String	Raw "company hours / employee hours" pair as reported
availableToEuCitizens	Boolean	Whether the vacancy is explicitly marked as recommended to EU citizens
benefits	String	Benefits tied to the role, when disclosed
specialRequirements	String	Special requirements for the role, when disclosed
specialConditions	String	Special working conditions, when disclosed
jobDescription	String	Free-text job description/notes, when the employer provided one
applicationInfo	String	Free-text instructions on how to apply
applicationEmail	String	Email address parsed out of the application info text, when present
validFrom	String	ISO 8601 date the vacancy listing became valid
validTo	String	ISO 8601 date the vacancy listing expires
url	String	Direct URL to the vacancy detail page on vmp.munka.hu
scrapedAt	String	ISO 8601 timestamp of when the data was collected

Cost estimate

This actor calls vmp.munka.hu's server-rendered search and detail pages directly rather than rendering pages in a browser, but Hungary's public employment site doesn't expose a JSON API — every result needs one list-page fetch (10 results per page) plus one detail-page fetch to pick up salary, description, and application-contact fields. Expect roughly 1–2 compute units per 1,000 results. As with any Apify actor, the run's usage cost only settles once the run reports SUCCEEDED — reading a mid-run/in-progress dataset understates the eventual cost.

Tips

• Use specific Hungarian keywords (occupation names, town names, education levels) to get relevant results and reduce run time — a fully unfiltered nationwide browse is rejected by the site itself.
• The employer/company name is only shown to logged-in registered users of the portal, so it is not included in the dataset. applicationInfo and applicationEmail are the closest substitute — most listings include an application email or address.
• Schedule recurring runs to track new vacancies daily or weekly.
• Combine with other Hungarian job board scrapers for full national coverage across both public and private-sector postings.

Limitations

• Employer/company name is not available to anonymous (non-logged-in) users on vmp.munka.hu and is therefore not included in the output.
• Salary data is not available for all vacancies — some employers do not disclose a figure, or only disclose a minimum.
• applicationEmail is only populated when the employer's free-text application instructions contain a parseable email address.
• vmp.munka.hu enforces a per-IP rate limit (confirmed in testing) rather than a fingerprint-based anti-bot wall — the actor spreads requests across Apify proxy sessions to stay under it.
• Data is scraped from the public vmp.munka.hu website and may change without notice.

Integrations

Connect NFSZ Scraper with your existing tools and workflows:

• Google Sheets — Export vacancies directly to a spreadsheet for easy filtering and sharing.
• Slack — Get notified when new vacancies matching your criteria appear.
• Zapier / Make — Build workflows that react to new job postings in real time.
• Custom API — Access all results programmatically via the Apify API in JSON format.

FAQ and support

Is it legal to scrape vmp.munka.hu? Scraping publicly available data is generally permitted under EU law. This actor only accesses public job vacancies that require no login, via the same pages the public search page uses.

How often is the data updated? The actor scrapes live data from vmp.munka.hu each time it runs. Schedule it daily or weekly to track changes.

I found a bug or have a feature request. Open an issue in the Issues tab on the actor page. You can also request a custom scraping solution.

Need this data on a schedule, or a custom version?

We run this scraper as a managed service for businesses: scheduled runs, deduplication, delta detection, and delivery to your inbox, Google Sheets, or API — maintenance included. We can also build a custom version with your exact fields and filters, or combine multiple sources into one feed.

See studioamba.dev/services or email hello@studioamba.dev for a free data sample. We maintain 300+ European web scrapers and answer within one business day.