Pracuj.pl Job Scraper — Poland Jobs, Salaries & Companies

What does Pracuj.pl Job Scraper do?

Turn every live pracuj.pl job offer into clean, structured data — in seconds, at scale.

Scrape job offers from pracuj.pl, Poland's #1 job board, and get back everything that matters: structured salary (min / max / currency), contract type, work mode, tech stack, requirements, benefits, company details and the direct apply link. Search by keyword and filters or paste your own pracuj.pl URL — no code required. Export to JSON, CSV, Excel or the API, or pipe it straight into Google Sheets, n8n, Make or an AI agent (MCP).

Why this scraper

• ⚡ Fast & low-cost — pure HTTP, no headless browser, so large runs stay cheap.
• 🧾 Rich, typed records — 30+ structured fields per offer, not raw HTML.
• ♻️ Cheap to monitor — incremental mode re-scrapes only what changed (see below).
• 🔔 Notifications built in — Telegram, Slack, Discord, WhatsApp or any webhook.
• 🤖 AI- & API-ready — compact output, MCP-friendly, one-click integrations.

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📚 What data can you extract from Pracuj.pl?

• Core — id, title, URL, company, location / city / region / country, remote flag, categories, posted & expiration dates.
• Salary — raw text plus structured salaryFrom / salaryTo / salaryCurrency, time unit and gross-vs-net kind.
• Details (with Fetch full details) — description (text / HTML / Markdown), responsibilities, required & optional requirements, benefits offered, tech stack (required + optional), required languages, position levels, contract types, work modes and the employer's AI summary.
• Company & apply — company ID, profile URL, logo, direct-employer flag, direct apply link, reference number and one-click-apply flag.

Every field is present in standard mode (missing values are null); compact mode returns the core fields only, for lean AI/MCP payloads.

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✨ Key features

• 🇵🇱 The whole of pracuj.pl — search across every category and all 16 voivodeships, or paste a ready-made pracuj.pl search URL and let the scraper page through it.
• 💰 Structured salary — not just the raw text: salaryFrom, salaryTo, salaryCurrency, time unit and gross/net kind, broken out for instant benchmarking.
• 🧠 Full job details — description (text / HTML / Markdown), responsibilities, required & optional requirements, benefits, tech stack, required languages, IT specializations and the employer's own AI summary of the role.
• 🏢 Company & apply data — company name, ID, profile URL, logo, direct-employer flag, the direct apply link, reference number and one-click-apply flag.
• 🎚️ Rich filters — keyword, region, category, seniority, contract type (B2B, employment, mandate…), work mode (remote / hybrid / on-site), work schedule, "posted within" and salary-only.
• ♻️ Incremental monitoring — schedule a run and get only what changed (NEW / UPDATED / EXPIRED), with reposted-offer detection; unchanged offers are skipped before their page is fetched.
• 🔔 Notifications — push new offers to Telegram, Slack, Discord, WhatsApp or any webhook (n8n / Make / Zapier).
• 🤖 AI-ready — compact mode + drop-empty-fields mode keep payloads lean for LLMs and MCP.
• ⚡ Fast & cheap — pure HTTP, no headless browser.

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🚀 How to scrape Pracuj.pl

1. Enter a search keyword (e.g. python developer) and/or pick filters — or paste a pracuj.pl URL.
2. Set Max results and choose whether to fetch full details.
3. (Optional) Turn on incremental mode and a notification channel, then Schedule it.
4. Click Start.
5. Download the data as JSON, CSV or Excel, or pull it from the API.

New to Apify? Create a free account — it comes with monthly credit, no credit card required.

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⚙️ Input

Configure it in the visual editor — no code needed — or pass JSON via the API.

Field	What it does
query	One or more keywords; each runs as its own search, merged & de-duplicated.
startUrls	Paste ready-made pracuj.pl search URLs or individual offer URLs.
region / category / positionLevel / contractType / workMode / workSchedule	Multi-select filters applied on the site.
postedWithin / withSalary	Narrow to fresh or salaried offers only.
includeDetails	Off = fast listing-only; on = full description, requirements, benefits, structured salary, apply link.
incrementalMode	Emit only what changed since the previous run.
maxResults	Cap records per run (0 = unlimited).
proxyConfiguration	Optional — works without a proxy at typical volumes.

…and 31 inputs in total — the table shows the essentials; the rest cover description formatting (descriptionFormat, descriptionMaxLength), AI/compact output (compact, excludeEmptyFields), notification channels (Telegram / Slack / Discord / webhook) and advanced tuning, all in the visual editor.

Example inputs

{ "query": "python developer", "region": ["mazowieckie"], "maxResults": 100 }

{ "query": "data engineer", "workMode": ["Praca zdalna"], "withSalary": true, "includeDetails": true }

{ "query": "devops", "incrementalMode": true, "stateKey": "devops-pl", "telegramToken": "...", "telegramChatId": "..." }

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📤 Output

{
  "id": "1004957230",
  "title": "Senior Software Engineer (Python, GenAI & Agentic AI)",
  "url": "https://www.pracuj.pl/praca/senior-software-engineer-python-genai-agentic-ai-warszawa,oferta,1004957230",
  "company": "IN4GE sp. z o.o.",
  "companyProfileUrl": "https://pracodawcy.pracuj.pl/company/1074095560",
  "location": "Warszawa",
  "city": "Warszawa",
  "region": "mazowieckie",
  "country": "Polska",
  "isRemote": true,
  "salaryText": "140–170 zł netto (+ VAT) / godz.",
  "salaryFrom": 140.0,
  "salaryTo": 170.0,
  "salaryCurrency": "PLN",
  "salaryTimeUnit": "godzinowo",
  "salaryKind": "netto (+ VAT)",
  "contractTypes": ["Kontrakt B2B"],
  "workModes": ["Praca zdalna"],
  "positionLevels": ["Starszy specjalista / Starsza specjalistka (senior)"],
  "technologies": ["Python"],
  "technologiesOptional": ["LangGraph", "LangChain", "Agentic AI", ".NET"],
  "requiredLanguages": ["angielski"],
  "requirements": ["Minimum 5 lat doświadczenia komercyjnego w obszarze Software Engineering.", "Bardzo dobra znajomość Python."],
  "responsibilities": ["Projektowanie, rozwój i utrzymanie rozwiązań opartych o Generative AI, Agentic AI oraz RAG."],
  "offered": ["możliwość pracy zdalnej", "elastyczny czas pracy"],
  "categories": ["Programowanie", "Architektura"],
  "aiSummary": "Masz minimum 5 lat doświadczenia w software engineering oraz praktyczną znajomość Python...",
  "applyUrl": "https://www.pracuj.pl/aplikuj/...,oferta,1004957230",
  "postedDate": "2026-08-05T15:00:00Z",
  "expirationDate": "2026-08-08T21:59:59Z",
  "source": "pracuj.pl"
}

Descriptions are also available as HTML and Markdown, not just plain text.

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♻️ How to monitor Pracuj.pl with incremental mode

Schedule the actor and turn on incremental mode: each run compares against the last and emits only NEW / UPDATED / EXPIRED offers — unchanged offers are skipped before their page is even fetched, so a daily watch costs a fraction of a full re-scrape.

Daily churn	of 1,000 tracked	billable offers	you save
5 %	1,000	50	95 %
15 %	1,000	150	85 %
30 %	1,000	300	70 %

The first run seeds the baseline and bills in full; every run after that bills only the delta.

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🔔 How to set up Pracuj.pl alerts

Get pinged the moment a matching record appears. Fill in only the channels you want:

Channel	What to configure
✈️ Telegram	telegramToken (from @BotFather) + telegramChatId
💬 Slack	slackWebhookUrl (Incoming Webhook URL)
🎮 Discord	discordWebhookUrl (channel webhook URL)
🪝 Webhook	webhookUrl receives structured JSON — ideal for n8n / Make / Zapier

Credentials are secret inputs — encrypted at rest, masked in the UI and never written to the run log. Every channel fires independently, so a broken channel can't stop the scrape or the others. Pair incremental mode with notify only about changes to hear only about genuinely new records, with no duplicates across runs.

💡 What can you do with Pracuj.pl data?

• Recruitment & sourcing — build a live feed of open roles and companies hiring in Poland, filtered to your niche.
• Salary benchmarking — aggregate salaryFrom / salaryTo by role, seniority, region, contract type or tech stack.
• Lead generation — find companies actively hiring (a strong buying signal) with their profile URLs and apply channels.
• Market & talent research — track demand for skills, technologies and languages across the Polish market over time.
• Job boards & aggregators — enrich your own listings with structured pracuj.pl data.

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💰 How much does it cost to scrape Pracuj.pl?

This Actor uses Apify's pay-per-event model: a small fee when a run starts, plus a per-record fee. See the Actor's Pricing tab for the current numbers — they're rendered live, so this page never goes stale.

Two things cut your bill further:

• Site-side filters — records you filtered out are never fetched and never billed.
• Incremental mode — after the baseline run you pay only for what actually changed.

Daily churn	of 1,000 tracked	billable records	you save
5 %	1,000	50	95 %
15 %	1,000	150	85 %
30 %	1,000	300	70 %

🔌 Integrations & export

Export to JSON, CSV, Excel or an HTML table, or pull from the REST API and the JavaScript / Python clients. Runs on a schedule, connects to Google Sheets, Slack, Make, Zapier and n8n, and works as an MCP tool for AI agents — compact mode plus descriptionMaxLength keeps token usage small.

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🔗 Using the API

Run this Actor from your own code. Example with the Apify Python client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")

run = client.actor("corvuslab/pracuj-scraper").call(run_input={
        "query": "example",
        "maxResults": 50,
    })

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

It also works with the JavaScript/TypeScript client, the Apify CLI and the REST API.

❓ FAQ

Do I need to log in or provide a proxy? No — it works out of the box with no proxy. Apify Proxy is available under Advanced if you ever want it for very high-volume runs.

Can I get only new offers on a schedule? Yes — turn on incremental mode and schedule the actor. Each run emits only NEW / UPDATED (and optionally EXPIRED) offers, and can notify your Telegram / Slack / Discord / WhatsApp / webhook.

What formats can I export? JSON, CSV, Excel, HTML table, or via the API.

Is the description available as HTML / Markdown? Yes — choose plain text, HTML, Markdown, or all three, with an optional length cap.

How many offers can I get? As many as the search returns — set maxResults (0 = unlimited). Leave the keyword and location empty to sweep the whole board.

Is scraping this legal? The scraper collects only publicly available job-posting data. You are responsible for how you use it, including compliance with the GDPR and pracuj.pl's terms.

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⚖️ Is it legal to scrape Pracuj.pl?

This actor accesses only publicly available data on pracuj.pl. You are responsible for how you use the extracted data — in particular any personal information — and for complying with the site's terms and applicable law (including the GDPR where it applies). Not affiliated with, endorsed by, or sponsored by Grupa Pracuj S.A.

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