Pracuj Scraper

🔍 What is Pracuj Scraper?

Pracuj Scraper extracts structured job listings from pracuj.pl — with contact and apply details, company metadata, full descriptions, and remote-work flags. The input is built around keyword search, location filters, and controllable result limits, so you can rerun the same search universe consistently over time.

pracuj.pl is a public source platform, but it does not provide the kind of structured export most teams need for recurring data workflows. This actor bridges that gap by turning the source into clean JSON with contact and apply details, company metadata, full descriptions, and remote-work flags, with browser-grade access and a schema that is easier to reuse in dashboards, enrichment pipelines, and agent workflows.

🎯 What you can do with this actor

• Feed compact listing data into AI agents, MCP tools, and ranking workflows without carrying full raw payloads every time.
• Start with lightweight search runs, then enable detail enrichment only when you need deeper company or listing context.

✨ Why choose this actor?

Feature	This actor	Typical alternatives
Collection strategy	Can stay lightweight or add enrichment only when needed	Often fixed to one scraping mode
AI-agent usability	Compact output mode for smaller, more controllable payloads	Often full payload only
Schema quality	Keeps contact and apply details, company metadata, full descriptions, and remote-work flags in a consistent output shape	Often inconsistent across runs
Stable downstream schema	Typed fields with nulls when unavailable	Often requires extra cleanup

🚀 Quick start

Basic search:

{
  "query": "software engineer",
  "contractType": "",
  "workMode": "",
  "positionLevel": "",
  "region": "",
  "withSalary": false,
  "period": "",
  "maxResults": 50,
  "includeDetails": true,
  "descriptionMaxLength": 0,
  "compact": false,
  "incrementalMode": false
}

Incremental monitoring:

{
  "query": "software engineer",
  "contractType": "",
  "workMode": "",
  "positionLevel": "",
  "region": "",
  "withSalary": false,
  "period": "",
  "maxResults": 50,
  "includeDetails": true,
  "descriptionMaxLength": 0,
  "compact": false,
  "incrementalMode": true,
  "stateKey": "daily-monitor"
}

📊 Sample output

{
  "jobId": "a9eb31d7400984aebc5eecfe3a5cf060f0efab5a0073503d530e1e35cfe94a5f",
  "offerId": 1004724970,
  "title": "IT Software System Engineer",
  "company": "Prime Engineering Poland",
  "companyId": 1074074513,
  "companyProfileUrl": "https://pracodawcy.pracuj.pl/company/1074074513",
  "location": "Gliwice",
  "region": "śląskie",
  "country": "Polska",
  "coordinates": null,
  "salaryText": null,
  "salaryMin": null,
  "salaryMax": null,
  "salaryCurrency": null,
  "salaryPeriod": null,
  "employmentType": "Pełny etat",
  "contractTypes": [
    "Umowa o pracę",
    "Kontrakt B2B"
  ],
  "workModes": [
    "Praca stacjonarna"
  ],
  "workSchedules": [
    "Pełny etat"
  ],
  "positionLevels": [
    "Specjalista / Specjalistka (mid / Regular)"
  ],
  "isRemote": false,
  "description": "Twój zakres obowiązków, Obsługa incydentów oraz rozwiązywanie problemów w systemach IT na terenie fabryki., Wdrażanie, rozwój i bieżące utrzymywanie aplikacji produkcyjnych., Administracja oprogramowania wykorzystywanego w firmie., Wsparcie techniczne dla użytkowników oraz tworzenie i aktualizacja bazy wiedzy., Aktywna współpraca z zespołem w celu optymalizacji istniejących rozwiązań.\n\nTo oferujemy, Stabilną formę współpracy (UoP lub B2B),, Jasny system premiowania za pełnione dyżury,, Prywatna opieka medyczna (Luxmed) oraz dostęp do systemu MyBenefit (karta Multisport lub punkty),, Prime Academy: dostęp do platform szkoleniowych (m.in. Coursera) i wsparcia w podnoszeniu Twoich kwalifikacji,, Udział w programie poleceń oraz ubezpieczenia grupowego na życie.",
  "technologies": [
    ".NET",
    "SQL"
  ],
  "responsibilities": "Twój zakres obowiązków, Obsługa incydentów oraz rozwiązywanie problemów w systemach IT na terenie fabryki., Wdrażanie, rozwój i bieżące utrzymywanie aplikacji produkcyjnych., Administracja oprogramowania wykorzystywanego w firmie., Wsparcie techniczne dla użytkowników oraz tworzenie i aktualizacja bazy wiedzy., Aktywna współpraca z zespołem w celu optymalizacji istniejących rozwiązań.",
  "requirements": null,
  "offered": "To oferujemy, Stabilną formę współpracy (UoP lub B2B),, Jasny system premiowania za pełnione dyżury,, Prywatna opieka medyczna (Luxmed) oraz dostęp do systemu MyBenefit (karta Multisport lub punkty),, Prime Academy: dostęp do platform szkoleniowych (m.in. Coursera) i wsparcia w podnoszeniu Twoich kwalifikacji,, Udział w programie poleceń oraz ubezpieczenia grupowego na życie.",
  "aiSummary": "Masz doświadczenie z .NET i SQL oraz znasz specyfikę branży produkcyjnej. Pracujesz samodzielnie, potrafisz priorytetyzować zadania i kreatywnie rozwiązywać problemy. Posiadasz wykształcenie wyższe kierunkowe lub jesteś studentem ostatniego roku Informatyki lub pokrewnych kierunków. Cenisz pracę na stanowisku łączącym wsparcie i rozwój systemów IT w środowisku produkcyjnym. Potrafisz współpracować z różnymi interesariuszami i komunikatywnie posługujesz się językiem angielskim. Chcesz korzystać z prywatnej opieki medycznej, dofinansowania szkoleń oraz systemu premiowania za dyżury .",
  "applyUrl": "https://www.pracuj.pl/aplikuj/it-software-system-engineer-gliwice,oferta,1004724970",
  "contactPhone": null,
  "remoteRecruitment": false,
  "isOneClickApply": true,
  "categories": [
    "IT - Administracja > Administrowanie sieciami",
    "IT - Administracja > Administrowanie systemami",
    "IT - Administracja > Wsparcie techniczne / Helpdesk"
  ],
  "url": "https://www.pracuj.pl/praca/it-software-system-engineer-gliwice,oferta,1004724970",
  "allOfferUrls": null,
  "postedDate": "2026-03-23T16:05:08.41Z",
  "expirationDate": "2026-04-22T21:59:59Z",
  "scrapedAt": "2026-03-23T17:48:10.651Z",
  "portalUrl": "https://www.pracuj.pl",
  "source": "pracuj.pl",
  "changeType": null
}

⚙️ Input reference

Parameter	Type	Default	Description
Search
query	string	—	Job search keywords (e.g. 'software engineer', 'python developer').
location	string	—	City or region (e.g. 'Warszawa', 'Kraków', 'Wrocław').
contractType	enum	""	Filter by contract type (API parameter ct).
workMode	enum	""	Filter by work mode.
positionLevel	enum	""	Filter by seniority level (API parameter et).
region	enum	""	Filter by Polish region.
withSalary	boolean	false	Only return offers that show salary.
period	enum	""	Only return offers posted within this period.
Limits
maxResults	integer	50	Maximum total results. 0 = unlimited.
Enrichment
includeDetails	boolean	true	Fetch full job details (description, technologies, apply URL). Slower but richer data.
descriptionMaxLength	integer	0	Truncate description to N characters. 0 = no truncation.
Output
compact	boolean	false	Return core fields only (for AI-agent/MCP workflows).
Incremental Tracking
incrementalMode	boolean	false	Only return new or changed listings since the last run.
stateKey	string	—	Unique identifier for this tracked universe. Different stateKeys maintain independent state.

📦 Output fields

Each result can include contact and apply details, company metadata, full descriptions, and remote-work flags, depending on listing content and the enrichment options enabled for the run.

This actor returns structured dataset items through the default Apify dataset output. See the sample output above for the practical field shape.

⚠️ Known limitations

• Some queries may be slower than direct-API actors because the source appears to require stronger anti-blocking measures.
• Contact information is only returned when the source exposes it directly; many listings will still rely on apply URLs rather than named contacts.
• Company profile fields depend on source availability and may be limited for portals that do not expose employer metadata.
• Field population rates always depend on the source site itself, so null values are normal for data points the source does not publish on every listing.

💰 How much does it cost to scrape pracuj scraper?

This actor uses pay-per-event pricing, so you pay a small run-start fee and then only for results that are actually emitted. The source appears more expensive to access than a direct API, so pricing should be evaluated alongside the extra data coverage you need.

Event	Price	When
actor-start	$0.01	Each run
result	$0.002	Per emitted record

Example costs:

Scenario	Results	Cost
Quick test	10	$0.03
Daily monitor	50	$0.11
Full scrape	500	$1.01

💡 Use cases

Recruiting and sourcing

Pull pracuj.pl listings into dashboards, triage queues, or recruiter workflows without re-normalizing the source on every run.

Recurring monitoring

Track only newly posted or changed listings on scheduled runs, which is better suited to alerts and daily pipeline jobs than repeated full exports.

AI-agent and MCP workflows

Feed compact listing data into ranking, summarization, classification, or agent pipelines without burning unnecessary context on large descriptions.

Data pipelines and exports

Export repeatable JSON to CSV, warehouses, internal APIs, or downstream transformations without site-specific cleanup logic in every consumer.

🤖 AI-agent and MCP usage

This actor is suitable for AI-agent workflows because the output is structured and the input can intentionally reduce payload size for downstream tools.

• compact returns a smaller core schema for ranking, classification, and MCP tool calls.
• descriptionMaxLength lets you cap description size so larger batches stay practical in model context windows.

{
  "query": "software engineer",
  "contractType": "",
  "workMode": "",
  "positionLevel": "",
  "region": "",
  "withSalary": false,
  "period": "",
  "maxResults": 10,
  "includeDetails": true,
  "descriptionMaxLength": 300,
  "compact": true,
  "incrementalMode": false
}

🔄 Incremental mode

Incremental mode is intended for repeated monitoring runs where only new or changed listings should be emitted.

Change type	Meaning
NEW	First time seen in the monitored result set
CHANGED	Previously seen listing with updated content
UNCHANGED	Same listing and content as a prior run when unchanged emission is enabled
EXPIRED	Listing disappeared from the monitored result set when expired emission is enabled

📖 How to scrape pracuj scraper

1. Open the actor in Apify Console and review the input schema.
2. Enter your search query and location settings, then set maxResults for the amount of data you need.
3. Enable optional enrichment fields only when you need richer output such as descriptions, contacts, or company data.
4. Run the actor and export the dataset as JSON, CSV, or Excel for downstream analysis.

❓ FAQ

What data does this actor return from pracuj.pl?

It returns structured listing records with fields such as contact and apply details, company metadata, full descriptions, remote-work flags, plus the core identifiers and metadata defined in the dataset schema.

Can I fetch full descriptions and detail fields?

Yes. Enable the detail-related input options when you need richer fields such as descriptions, employer metadata, or contact details from the listing detail pages.

Does it support recurring monitoring?

Yes. Incremental mode is built for recurring runs where you only want newly seen or changed listings instead of a full repeat dataset every time.

Is it suitable for AI agents or MCP workflows?

Yes. Compact mode and output-size controls make it easier to use the actor in AI-agent workflows where predictable fields matter more than raw page size.

Why use this actor instead of scraping the site ad hoc?

Because it already handles browser-grade access, keeps a stable schema, and exposes filters and enrichment options in a form that is easier to automate repeatedly.

Is scraping pracuj.pl legal?

This actor is intended for publicly accessible data workflows. Always review the target site terms and your own legal requirements for the way you plan to use the data.

🔗 Related actors

• Arbeitsagentur Jobs Feed — German Federal Employment Agency — Alternative structured job-feed workflow
• Company Jobs Tracker — Alternative structured job-feed workflow
• Dice.com Job Scraper — Alternative structured job-feed workflow
• Duunitori.fi Jobs Feed — Finnish Job Scraper with Salary Data — Alternative structured job-feed workflow
• Glassdoor Jobs Feed — Alternative structured job-feed workflow