# Pracuj Scraper \[💰$2] — Poland's #1 Job Board (`blackfalcondata/pracuj-scraper`) Actor 💰 $2 per 1,000 jobs. Pracuj Scraper extracts pracuj.pl listings — structured salary min/max/currency · direct-employer vs agency flag · 30+ fields per listing. Incremental mode tracks new and changed jobs across scheduled runs. - **URL**: https://apify.com/blackfalcondata/pracuj-scraper.md - **Developed by:** [Black Falcon Data](https://apify.com/blackfalcondata) (community) - **Categories:** Jobs, Lead generation, Automation - **Features:** Limited permissions - **Stats:** 262 total users, 57 monthly users, 99.4% runs succeeded, 5 bookmarks - **User rating**: 5.00 out of 5 stars ## Pricing from $2.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. 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. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## 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. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ### What does Pracuj Scraper do? Pracuj Scraper extracts structured job data from [pracuj.pl](https://pracuj.pl) — including salary data, contact details (email, apply URL), company metadata, full descriptions, and remote-work indicators. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers detail enrichment (full descriptions, company metadata, and contact information) where the source provides them. **New to Apify?** [Sign up free](https://console.apify.com/sign-up?fpr=1h3gvi) and use the included $5 monthly platform credit to test this actor. ### Key features - **👤 Recruiter-spam filter:** `postedBy: "Company"` returns only offers posted by the hiring company, `"Agency"` only recruitment-agency offers. Applied at the source, so it costs no extra requests and needs no detail fetch. Every record also carries `isDirectlyFromEmployer` if you would rather split them downstream. - **🗂️ Filter by job category:** `categories` narrows the search to pracuj.pl's own job categories — pick "Sales" plus "Customer service" for the same listings as sprzedaz.pracuj.pl, or the two IT categories for it.pracuj.pl. Applied at the source, and usable on its own: no search term is needed to scrape a whole category. - **🔗 Paste-mode:** paste any pracuj.pl URL straight from your browser — single-job pages, search-results URLs, or category SEO URLs. Build the search you want in the UI, copy the URL, paste it here. - **♻️ Incremental mode:** recurring runs emit only NEW / UPDATED / REAPPEARED records — UNCHANGED and EXPIRED are opt-in. First run builds the baseline; subsequent runs emit and charge only for the diff. Pair with notifications for daily "new jobs" alerts to your hiring team. Saves 80–95% on daily monitoring. - **🔔 Notifications:** Telegram, Slack, Discord, WhatsApp Cloud API, generic webhook — out of the box. Pair with incremental + `notifyOnlyChanges` for daily "new Pracuj jobs" pings to your hiring channel. - **📋 Detail enrichment:** two-stage mode: list, then enrich each job with the full description + detail-page fields (apply counts, education, etc.). One toggle, no extra orchestration. - **📧 Email + phone extraction:** every record carries `extractedEmails[]` and `extractedPhones[]` regex-pulled from the description — direct-outreach lists with no extra processing step. - **📦 Compact mode:** AI-agent and MCP-friendly compact payloads with core fields only — pipe straight into your ATS, salary-benchmarking tool, or LLM context without parsing extras. - **💰 Structured salary:** salary parsed into structured `salaryMin` / `salaryMax` / `salaryCurrency` / period — no string parsing on your side. Includes `salaryHidden` flag when the source filtered against a bracket but the listing itself doesn't disclose. - **🔌 MCP connectors:** export your results into Notion via Apify's MCP connectors — a clean run-summary page, no glue code. Opt-in via the App connector field; deterministic field-mapping, no AI. Built on Apify's connector framework, so more destinations open up as their catalog grows. ### What data can you extract from pracuj.pl? Each result includes Core job fields (`jobId`, `offerId`, `title`, `location`, `region`, `country`, `coordinates`, and `salaryText`, and more), detail fields when enrichment is enabled (`description`), contact and apply information (`contactPhone` and `applyUrl`), and company metadata (`company`, `companyId`, and `companyProfileUrl`). In standard mode, all fields are always present — unavailable data points are returned as `null`, never omitted. In compact mode, only core fields are returned. Detail enrichment is on by default and adds richer fields such as full descriptions, company metadata, and contact information where the source provides them. ### Input The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema. Key parameters: - **`query`** — Job search keywords (e.g. 'software engineer', 'python developer'). - **`location`** — City or region (e.g. 'Warszawa', 'Kraków', 'Wrocław'). - **`categories`** — Narrow the search to one or more of the portal's own job categories. Picking "Sales" together with "Customer service" reproduces the sales sub-portal (sprzedaz.pracuj.pl) exactly; "IT - Software development" plus "IT - Administration" reproduces it.pracuj.pl. Leave empty to search every category. Combines with the search term and the other filters. (default: `[]`) - **`contractType`** — Filter by the type of contract offered. This is about the contract itself, not about who posted the offer — for that use "Posted By" below. (default: `""`) - **`postedBy`** — Show only offers posted directly by the hiring company, or only offers posted by recruitment agencies, using the portal's own classification. An agency here is a registered employment agency advertising for a client; consultancies that employ the candidate themselves count as direct employers, so this separates intermediaries rather than resolving the end client. (default: `""`) - **`workMode`** — Filter by work mode. (default: `""`) - **`positionLevel`** — Filter by seniority level. (default: `""`) - **`region`** — Filter by Polish region. (default: `""`) - **`withSalary`** — Only return offers that show salary. (default: `false`) - **`period`** — Only return offers posted within this period. (default: `""`) - **`lat`** — GPS latitude of the search centre. Pair with Longitude and Search Radius to keep only jobs within that radius of this point. Jobs whose coordinates are unknown are always kept. - **`lon`** — GPS longitude of the search centre. Pair with Latitude. - ...and 26 more parameters ### Input examples **Basic search** — Keyword-driven search with a result cap. → Full payload per result — all standard fields populated where the source provides them. ```json { "query": "software engineer", "maxResults": 50 } ``` **Filtered search** — Narrow results with advanced filters — only matching jobs are returned. → Same field set as basic search; fewer, more relevant rows. ```json { "query": "software engineer", "contractType": "Posted By", "workMode": "full-office", "maxResults": 100 } ``` **Incremental tracking** — Only emit jobs that changed since the previous run with this `stateKey`. → First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set `emitUnchanged: true` to include unchanged records as well. ```json { "query": "software engineer", "maxResults": 200, "incrementalMode": true, "stateKey": "software-engineer-tracker" } ``` **Compact filtered output** — Combine filters with compact mode for a lightweight AI-agent or MCP data source. → Core fields only — ideal for piping into LLMs or downstream tools without token overhead. ```json { "query": "software engineer", "contractType": "Posted By", "workMode": "full-office", "maxResults": 50, "compact": true } ``` ### Output Each run produces a dataset of structured job records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console. ### Example job record ```json { "jobId": "5968ce665b8c32ceb68942473ac0652f125dfa1eb67e4abaf9c22f6f4e7cb1a7", "offerId": 1004712299, "title": "APEX Developer", "company": "NATEK POLAND", "companyId": 20002666, "companyProfileUrl": "https://pracodawcy.pracuj.pl/company/20002666", "location": "Białystok", "region": "podlaskie", "country": "Polska", "employmentType": "Pełny etat", "contractTypes": [ "Umowa o pracę", "Kontrakt B2B" ], "workModes": [ "Praca hybrydowa" ], "workSchedules": [ "Pełny etat" ], "positionLevels": [ "Specjalista / Specjalistka (mid / Regular)" ], "isRemote": false, "description": "Twój zakres obowiązków, Rozwój i utrzymanie aplikacji w technologii Oracle APEX., Implementacja nowych funkcjonalności oraz rozwój istniejącego systemu., Współpraca z zespołem przy realizacji wymagań...", "technologies": [ "Oracle APEX.", "SQL", "PL/SQL", "HTML", "CSS", "... 2 more items" ], "responsibilities": "Twój zakres obowiązków, Rozwój i utrzymanie aplikacji w technologii Oracle APEX., Implementacja nowych funkcjonalności oraz rozwój istniejącego systemu., Współpraca z zespołem przy realizacji wymagań...", "requirements": "Doświadczenie w pracy z Oracle APEX., Bardzo dobra znajomość SQL oraz PL/SQL., Doświadczenie w pracy z bazami danych Oracle., Znajomość technologii webowych HTML, CSS oraz JavaScript., Doświadczenie w...", "offered": "To oferujemy, Długofalowa współpraca oparta o nasze wartości: edukacja, partnerstwo i odpowiedzialność,, Praca w projektach dedykowanych dla największych marek na świecie z sektora finansowego i telek...", "aiSummary": "Masz doświadczenie z Oracle APEX, SQL i PL/SQL oraz bazami danych Oracle. Pracujesz z technologiami webowymi HTML, CSS i JavaScript . Interesuje Cię udział w projektach dla branży finansowej i pracy w...", "applyUrl": "https://www.pracuj.pl/aplikuj/apex-developer-bialystok,oferta,1004712299", "remoteRecruitment": true, "isOneClickApply": true, "categories": [ "IT - Administracja > Administrowanie bazami danych i storage", "IT - Administracja > Administrowanie systemami", "IT - Rozwój oprogramowania > Programowanie" ], "url": "https://www.pracuj.pl/praca/apex-developer-bialystok,oferta,1004712299", "allOfferUrls": [ "https://www.pracuj.pl/praca/apex-developer-bialystok,oferta,1004712299", "https://www.pracuj.pl/praca/apex-developer-bydgoszcz,oferta,1004712300", "https://www.pracuj.pl/praca/apex-developer-gdansk,oferta,1004712301", "https://www.pracuj.pl/praca/apex-developer-gorzow-wielkopolski,oferta,1004712302", "https://www.pracuj.pl/praca/apex-developer-katowice,oferta,1004712303", "... 11 more items" ], "postedDate": "2026-03-17T13:22:14.933Z", "expirationDate": "2026-04-16T21:59:59Z", "scrapedAt": "2026-03-28T13:25:21.446Z", "portalUrl": "https://www.pracuj.pl", "source": "pracuj.pl" } ``` ### Incremental fields When incremental mode is on, each record also carries: - `changeType` — one of `NEW`, `UPDATED`, `UNCHANGED`, `REAPPEARED`, `EXPIRED`. Default output covers `NEW` / `UPDATED` / `REAPPEARED`; set `emitUnchanged: true` or `emitExpired: true` to opt into the others. - `isRepost`, `repostOfId`, `repostDetectedAt` — populated when a new listing matches the tracked content of a previously expired one. Set `skipReposts: true` to drop detected reposts from the output. ### How to scrape pracuj.pl 1. Go to [Pracuj Scraper](https://apify.com/blackfalcondata/pracuj-scraper?fpr=1h3gvi) in Apify Console. 2. Enter a search keyword and optional location filter. 3. Set `maxResults` to control how many results you need. 4. Keep `includeDetails` on (the default) for full descriptions, contact info, company data, or turn it off for faster, cheaper runs. 5. Click **Start** and wait for the run to finish. 6. Export the dataset as JSON, CSV, or Excel. ### Use cases - Extract job data from pracuj.pl for market research and competitive analysis. - Track salary trends across regions and categories over time. - Monitor new and changed jobs on scheduled runs without processing the full dataset every time. - Build outreach lists using contact details and apply URLs from listings. - Research company hiring patterns, employer profiles, and industry distribution. - Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode. - Export clean, structured data to dashboards, spreadsheets, or data warehouses. ### How much does it cost to scrape pracuj.pl? Pracuj Scraper uses [pay-per-event](https://docs.apify.com/platform/actors/paid-actors/pay-per-event) pricing. You pay a small fee when the run starts and then for each result that is actually produced. - **Run start:** $0.01 per run - **Per result:** $0.002 per job record Example costs: - 10 results: **$0.03** - 25 results: **$0.06** - 100 results: **$0.21** - 200 results: **$0.41** - 500 results: **$1.01** #### Example: recurring monitoring savings These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of jobs that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions. Example setup: 250 jobs per run, daily polling (30 runs/month). Costs scale linearly with the number of jobs. | Churn rate | Full re-scrape run cost | Incremental run cost | Savings vs full re-scrape | Monthly cost after baseline | |---|---:|---:|---:|---:| | 5% — stable niche query | $0.51 | $0.04 | $0.47 (93%) | $1.05 | | 15% — moderate broad query | $0.51 | $0.08 | $0.43 (83%) | $2.55 | | 30% — high-volume aggregator | $0.51 | $0.16 | $0.35 (69%) | $4.80 | Full re-scrape monthly cost at the same cadence: $15.30. First month with incremental costs $1.53 / $2.97 / $5.15 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply. Platform usage is included in the per-result fee shown above. ### FAQ #### How many results can I get from pracuj.pl? The number of results depends on the search query and available jobs on pracuj.pl. Use the `maxResults` parameter to control how many results are returned per run. #### Does Pracuj Scraper support recurring monitoring? Yes. Enable incremental mode to only receive new or changed jobs on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset. #### Can I integrate Pracuj Scraper with other apps? Yes. Pracuj Scraper works with Apify's [integrations](https://apify.com/integrations?fpr=1h3gvi) to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes. #### Can I use Pracuj Scraper with the Apify API? Yes. You can start runs, manage inputs, and retrieve results programmatically through the [Apify API](https://docs.apify.com/api/v2). Client libraries are available for JavaScript, Python, and other languages. #### Can I use Pracuj Scraper through an MCP Server? Yes. Apify provides an [MCP Server](https://apify.com/apify/actors-mcp-server?fpr=1h3gvi) that lets AI assistants and agents call this actor directly. Use compact mode, `descriptionMaxLength`, a single `descriptionFormat`, and `excludeEmptyFields` to keep payloads manageable for LLM context windows. #### Is it legal to scrape pracuj.pl? This actor extracts publicly available data from pracuj.pl. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant. #### Your feedback If you have questions, need a feature, or found a bug, please [open an issue](https://apify.com/blackfalcondata/pracuj-scraper/issues?fpr=1h3gvi) on the actor's page in Apify Console. Your feedback helps us improve. ### You might also like - [Actiris Job Scraper \[Just 💰$1.5\] — Brussels Public Jobs](https://apify.com/blackfalcondata/actiris-scraper?fpr=1h3gvi) — 💰 $1.5 per 1,000 jobs. Scrape actiris.brussels — the official Brussels public employment service. - [AMS Austria Job Scraper — Public Employment Service Jobs](https://apify.com/blackfalcondata/ams-austria-job-scraper?fpr=1h3gvi) — Scrape jobs.ams.at, Austria's official AMS public employment portal (alle jobs). Get live. - [APEC Job Scraper \[Just 💰$0.8\] — French Executive Jobs](https://apify.com/blackfalcondata/apec-scraper?fpr=1h3gvi) — 💰 $0.8 per 1,000 jobs, platform usage included. Scrape apec.fr French executive listings — every. - [Arbeitsagentur Job Scraper \[💰$0.45\] — German Federal Jobs](https://apify.com/blackfalcondata/arbeitsagentur-jobs-feed?fpr=1h3gvi) — 💰 from $0.45 per 1,000 jobs. Scrape arbeitsagentur.de — Germany's official public employment. - [Arbetsförmedlingen Job Scraper \[Just 💰$3\] — Sweden Public](https://apify.com/blackfalcondata/arbetsformedlingen-scraper?fpr=1h3gvi) — 💰 $3 per 1,000 jobs. Scrape arbetsformedlingen.se (Platsbanken) — Sweden's official employment. - [BestJobs.eu \[Just 💰$1.5\] — Romania Job Board](https://apify.com/blackfalcondata/bestjobs-eu-scraper?fpr=1h3gvi) — 💰 $1.5 per 1,000 jobs. Scrape bestjobs.eu — a leading Romanian job board — export salary ranges ·. - [Cadremploi Scraper \[Just 💰$1.5\] — French Executive Jobs](https://apify.com/blackfalcondata/cadremploi-scraper?fpr=1h3gvi) — 💰 $1.5 per 1,000 jobs. Scrape cadremploi.fr — France's leading board for senior executives &. - [Duunitori Scraper \[Just 💰$0.9\] — Finland Job Listings](https://apify.com/blackfalcondata/duunitori-scraper?fpr=1h3gvi) — 💰 From $0.9 per 1,000 jobs. Scrape duunitori.fi — Finland's largest job board with 22,000+. ### Getting started with Apify New to Apify? [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=1h3gvi) — no credit card required. 1. Sign up — $5 platform credit included 2. Open this actor and configure your input 3. Click **Start** — export results as JSON, CSV, or Excel Need more later? [See Apify pricing](https://apify.com/pricing?fpr=1h3gvi). ### Disclaimer 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 such as names, phone numbers, or email addresses — and for complying with Pracuj's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction. This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Pracuj or any of its subsidiaries. All trademarks mentioned are the property of their respective owners. ### Search keywords pracuj scraper, pracuj api, apify pracuj, pracuj data extraction, pracuj.pl scraper, pracuj.pl data, pracuj.pl api, pracuj dolnośląskie, pracuj dolnośląskie scraper, pracuj kujawsko-pomorskie, pracuj kujawsko-pomorskie scraper, pracuj lubelskie, pracuj lubelskie scraper, pracuj lubuskie, pracuj lubuskie scraper, pracuj łódzkie, pracuj łódzkie scraper, pracuj małopolskie, pracuj małopolskie scraper, pracuj mazowieckie, pracuj mazowieckie scraper, pracuj opolskie, pracuj opolskie scraper, pracuj pomorskie, pracuj pomorskie scraper, pracuj podkarpackie, pracuj podkarpackie scraper, pracuj podlaskie, pracuj podlaskie scraper, pracuj świętokrzyskie, pracuj świętokrzyskie scraper, pracuj śląskie, pracuj śląskie scraper, pracuj warmińsko-mazurskie, pracuj warmińsko-mazurskie scraper, pracuj wielkopolskie, pracuj wielkopolskie scraper, pracuj zachodniopomorskie, pracuj zachodniopomorskie scraper, pracuj abroad. # Changelog This Actor's version history is a separate document: https://apify.com/blackfalcondata/pracuj-scraper/changelog.md # Actor input Schema ## `query` (type: `string`): Job search keywords (e.g. 'software engineer', 'python developer'). ## `location` (type: `string`): City or region (e.g. 'Warszawa', 'Kraków', 'Wrocław'). ## `categories` (type: `array`): Narrow the search to one or more of the portal's own job categories. Picking "Sales" together with "Customer service" reproduces the sales sub-portal (sprzedaz.pracuj.pl) exactly; "IT - Software development" plus "IT - Administration" reproduces it.pracuj.pl. Leave empty to search every category. Combines with the search term and the other filters. ## `contractType` (type: `string`): Filter by the type of contract offered. This is about the contract itself, not about who posted the offer — for that use "Posted By" below. ## `postedBy` (type: `string`): Show only offers posted directly by the hiring company, or only offers posted by recruitment agencies, using the portal's own classification. An agency here is a registered employment agency advertising for a client; consultancies that employ the candidate themselves count as direct employers, so this separates intermediaries rather than resolving the end client. ## `workMode` (type: `string`): Filter by work mode. ## `positionLevel` (type: `string`): Filter by seniority level. ## `region` (type: `string`): Filter by Polish region. ## `withSalary` (type: `boolean`): Only return offers that show salary. ## `period` (type: `string`): Only return offers posted within this period. ## `lat` (type: `number`): GPS latitude of the search centre. Pair with Longitude and Search Radius to keep only jobs within that radius of this point. Jobs whose coordinates are unknown are always kept. ## `lon` (type: `number`): GPS longitude of the search centre. Pair with Latitude. ## `radiusKm` (type: `integer`): Keep only jobs within this many kilometres of the (Latitude, Longitude) centre. Jobs whose coordinates are unknown are always kept. ## `maxResults` (type: `integer`): Maximum total results, across every search term and pasted URL in the run. 0 = unlimited. In Incremental Mode the scan itself is bounded to about 600 listings to keep runs predictable, and expiry detection is skipped whenever the full set could not be scanned. ## `includeDetails` (type: `boolean`): Fetch full job details (description, technologies, apply URL). Slower but richer data. ## `descriptionMaxLength` (type: `integer`): Truncate description to N characters. 0 = no truncation. ## `compact` (type: `boolean`): Return core fields only (for AI-agent/MCP workflows). ## `incrementalMode` (type: `boolean`): Only return new or changed listings since the last run. Change detection compares the fields that appear in search results — title, company, location, salary, dates, apply URL and the search-result summary. A change confined to the full job description or the structured salary breakdown is therefore not detected on its own, because reaching it would mean re-fetching the detail page of every listing in the scan rather than only the ones being returned. ## `stateKey` (type: `string`): Unique identifier for this tracked universe. Different stateKeys maintain independent state. ## `skipReposts` (type: `boolean`): Exclude listings detected as reposts of previously seen jobs. ## `telegramToken` (type: `string`): Telegram bot token from @BotFather. Required for Telegram notifications. ## `telegramChatId` (type: `string`): Telegram chat or channel ID where alerts are sent (e.g. "-100123456789" for a private group, or "@yourchannel"). ## `discordWebhookUrl` (type: `string`): Discord incoming webhook URL. Get one from Server Settings → Integrations → Webhooks. ## `slackWebhookUrl` (type: `string`): Slack incoming webhook URL. Create at api.slack.com/messaging/webhooks. ## `whatsappPhoneNumberId` (type: `string`): WhatsApp Business phone number ID from Meta Business Manager (NOT the phone number itself — the numeric ID shown next to your business number). Free service-conversation messages within 24 hours of last user-initiated contact. ## `whatsappAccessToken` (type: `string`): Meta Cloud API access token with `whatsapp_business_messaging` scope. Get a permanent token from a system user in Meta Business Manager. ## `whatsappTo` (type: `string`): Recipient phone in E.164 format (e.g. +48123456789). Recipient must have messaged your business number within the last 24 hours — outside that window, free-form text is rejected by Meta. ## `webhookUrl` (type: `string`): Generic webhook URL that receives a JSON POST with the full job payload + run metadata. Universal escape hatch for n8n / Make / Zapier / your own backend. ## `webhookHeaders` (type: `object`): Optional headers (e.g. {"Authorization": "Bearer xyz"}) sent with the webhook POST. ## `notificationLimit` (type: `integer`): Maximum number of jobs included in each notification message (1–20). Excess jobs are still in the dataset; notifications get a summary line. ## `notifyOnlyChanges` (type: `boolean`): When Incremental Mode is on, only send notifications for NEW / UPDATED / REAPPEARED jobs. Has no effect outside incremental mode. ## `descriptionFormat` (type: `string`): Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others. ## `excludeEmptyFields` (type: `boolean`): Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards. ## `appConnector` (type: `string`): Optional. Pick a connected app under Settings → API & Integrations to receive your results. Notion is supported today (a run-summary page); other MCP connectors are best-effort as Apify expands its catalog. ## `mcpIssueTeam` (type: `string`): Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one. ## `startUrls` (type: `array`): Paste pracuj.pl URLs to scrape directly, instead of (or alongside) a keyword search. Both kinds work: a single offer page (…/praca/…,oferta,1004930710) is fetched on its own, and a search/listing page (…/praca/java;kw/warszawa;wp) is paginated like a normal search. Filters carried in a pasted URL win; the filters set above still apply to whatever that URL leaves unspecified, and a search term set above is searched as well. A URL whose filters cannot be read is skipped rather than widened into an unfiltered search. Max Results applies to the total, so raise it when pasting many URLs. ## `emitUnchanged` (type: `boolean`): When incremental mode is on, also emit listings whose content has not changed since the last run. ## `emitExpired` (type: `boolean`): When incremental mode is on, also emit listings that were seen in an earlier run but are no longer posted. Because the offer is gone from the source, these rows are minimal markers — jobId, changeType "EXPIRED", expiredAt, and the first/last-seen timestamps — meant for closing your own copy of a listing. They are dataset items like any other, so they count towards Max Results and are charged the same way. ## Actor input object example ```json { "query": "software engineer", "categories": [], "contractType": "", "postedBy": "", "workMode": "", "positionLevel": "", "region": "", "withSalary": false, "period": "", "maxResults": 100, "includeDetails": true, "descriptionMaxLength": 0, "compact": false, "incrementalMode": false, "skipReposts": false, "notificationLimit": 5, "notifyOnlyChanges": false, "descriptionFormat": "all", "excludeEmptyFields": false, "emitUnchanged": false, "emitExpired": false } ``` # 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 = { "query": "software engineer", "maxResults": 100, "descriptionFormat": "all", "excludeEmptyFields": false }; // Run the Actor and wait for it to finish const run = await client.actor("blackfalcondata/pracuj-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 = { "query": "software engineer", "maxResults": 100, "descriptionFormat": "all", "excludeEmptyFields": False, } # Run the Actor and wait for it to finish run = client.actor("blackfalcondata/pracuj-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "query": "software engineer", "maxResults": 100, "descriptionFormat": "all", "excludeEmptyFields": false }' | apify call blackfalcondata/pracuj-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,blackfalcondata/pracuj-scraper" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/AEXxO42UMCQklZNsF/builds/CTbgaEzjFqG4DWGzQ/openapi.json