# Pracuj Scraper — Polish Job Listings, Salaries & Company Data (`studio-amba/pracuj-scraper`) Actor Scrape job listings, salaries, work modes, contract types, and company data from Pracuj.pl — Poland's #1 job board with dominant market share. - **URL**: https://apify.com/studio-amba/pracuj-scraper.md - **Developed by:** [Studio Amba](https://apify.com/studio-amba) (community) - **Categories:** Jobs - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. 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. Actors are written with capital "A". ## 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. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ### What does Pracuj Scraper do? **Pracuj Scraper** extracts job listings, salaries, company data, work modes, and contract types from [Pracuj.pl](https://www.pracuj.pl) — Poland's #1 job board with dominant market share. No login or cookies required. Run it on the Apify platform and get structured data via API, webhooks, or direct download. ### Why use Pracuj Scraper? - **Market research** — Monitor the Polish job market, track salary trends, and analyze demand by role, location, and industry. - **Competitive intelligence** — See what companies are hiring, what they offer, and how your compensation compares. - **Recruitment analytics** — Build dashboards of job postings, filter by work mode (remote/hybrid/office), experience level, and contract type. - **Data-driven decisions** — Export structured data to Excel, Google Sheets, or your data warehouse for deeper analysis. ### How to use Pracuj Scraper 1. Go to the Pracuj Scraper [input page](https://console.apify.com/actors/pracuj-scraper/input). 2. Enter a search query (e.g., "software engineer"), or filter by category, location, work mode, or salary range. 3. Click **Start** and wait for the run to finish. 4. Download your data as JSON, CSV, Excel, or connect via API. ### Input | Field | Type | Required | Description | |-------|------|----------|-------------| | `query` | String | No | Search keyword (e.g., "data analyst") | | `category` | String | No | Category slug (e.g., "it", "finanse", "marketing") | | `location` | String | No | City or region (e.g., "warszawa", "krakow") | | `salaryFrom` | Integer | No | Minimum salary in PLN | | `salaryTo` | Integer | No | Maximum salary in PLN | | `workMode` | String | No | "all", "remote", "hybrid", or "office" | | `experienceLevel` | String | No | "all", "trainee", "junior", "mid", "senior", or "expert" | | `maxResults` | Integer | No | Maximum results to return (default: 100) | | `proxyConfiguration` | Object | No | Proxy settings (residential recommended for large runs) | ### Output Each result contains: | Field | Type | Example | |-------|------|---------| | `title` | String | `"Senior Java Developer"` | | `company` | String | `"Allegro"` | | `salaryMin` | Number | `18000` | | `salaryMax` | Number | `25000` | | `salaryCurrency` | String | `"PLN"` | | `location` | String | `"Warszawa"` | | `workMode` | String | `"remote"` | | `contractType` | String | `"umowa o pracę"` | | `experienceLevel` | String | `"senior"` | | `category` | String | `"IT"` | | `postedDate` | String | `"2026-04-01"` | | `expiresDate` | String | `"2026-04-30"` | | `description` | String | Full job description text | | `url` | String | Full job listing URL | | `scrapedAt` | String | ISO 8601 timestamp | You can download the dataset in various formats such as JSON, HTML, CSV, or Excel. ### Example output ```json { "title": "Senior Java Developer", "company": "Allegro", "salaryMin": 18000, "salaryMax": 25000, "salaryCurrency": "PLN", "location": "Warszawa", "workMode": "remote", "contractType": "umowa o pracę", "experienceLevel": "senior", "category": "IT", "postedDate": "2026-04-01", "expiresDate": "2026-04-30", "description": "We are looking for an experienced Java Developer to join our platform team...", "url": "https://www.pracuj.pl/praca/senior-java-developer-allegro,oferta,1234567890", "scrapedAt": "2026-04-06T10:30:00.000Z" } ```` ### How much does it cost to scrape Pracuj.pl? This actor uses a browser-based approach (Playwright) due to Pracuj.pl's anti-bot protection. Estimated cost: - **~5 compute units per 100 results** when scraping listing pages only - **~10 compute units per 100 results** when fetching full job descriptions from detail pages - At standard Apify pricing, that's roughly **$0.25-$0.50 per 100 jobs** ### Tips - Start with a specific query and category to get the most relevant results - Use `maxResults` to control costs during testing - Residential proxies are recommended for large runs to avoid blocks - The actor automatically paginates through all result pages ### FAQ and support - **Is it legal?** This actor scrapes publicly available data from Pracuj.pl. Always respect the website's terms of service and use data responsibly. - **Why residential proxies?** Pracuj.pl has anti-bot protection that may block datacenter IPs on large runs. - **Found a bug?** Open an issue in the [Issues tab](https://console.apify.com/actors/pracuj-scraper/issues) and we will fix it quickly. - **Need a custom solution?** Contact us for tailored scraping solutions. # Actor input Schema ## `query` (type: `string`): Search for jobs by keyword (e.g., 'software engineer', 'marketing manager', 'data analyst'). ## `category` (type: `string`): Job category slug. Examples: 'it' (IT), 'finanse' (Finance), 'inzynieria' (Engineering), 'marketing' (Marketing). ## `location` (type: `string`): Filter by city or region (e.g., 'warszawa', 'krakow', 'wroclaw', 'gdansk'). ## `salaryFrom` (type: `integer`): Minimum salary in PLN (gross monthly). ## `salaryTo` (type: `integer`): Maximum salary in PLN (gross monthly). ## `workMode` (type: `string`): Filter by work arrangement. ## `experienceLevel` (type: `string`): Filter by seniority level. ## `maxResults` (type: `integer`): Maximum number of job listings to return. ## `proxyConfiguration` (type: `object`): Proxy settings. Residential proxies recommended due to Pracuj.pl's bot protection. ## Actor input object example ```json { "query": "software engineer", "workMode": "all", "experienceLevel": "all", "maxResults": 100 } ``` # 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" }; // Run the Actor and wait for it to finish const run = await client.actor("studio-amba/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" } # Run the Actor and wait for it to finish run = client.actor("studio-amba/pracuj-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).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" }' | apify call studio-amba/pracuj-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=studio-amba/pracuj-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Pracuj Scraper — Polish Job Listings, Salaries & Company Data", "description": "Scrape job listings, salaries, work modes, contract types, and company data from Pracuj.pl — Poland's #1 job board with dominant market share.", "version": "0.1", "x-build-id": "0AdZ1DJJLLy5hvHfl" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/studio-amba~pracuj-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-studio-amba-pracuj-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/studio-amba~pracuj-scraper/runs": { "post": { "operationId": "runs-sync-studio-amba-pracuj-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/studio-amba~pracuj-scraper/run-sync": { "post": { "operationId": "run-sync-studio-amba-pracuj-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "query": { "title": "Search Query", "type": "string", "description": "Search for jobs by keyword (e.g., 'software engineer', 'marketing manager', 'data analyst')." }, "category": { "title": "Category", "type": "string", "description": "Job category slug. Examples: 'it' (IT), 'finanse' (Finance), 'inzynieria' (Engineering), 'marketing' (Marketing)." }, "location": { "title": "Location", "type": "string", "description": "Filter by city or region (e.g., 'warszawa', 'krakow', 'wroclaw', 'gdansk')." }, "salaryFrom": { "title": "Minimum Salary", "minimum": 0, "type": "integer", "description": "Minimum salary in PLN (gross monthly)." }, "salaryTo": { "title": "Maximum Salary", "minimum": 0, "type": "integer", "description": "Maximum salary in PLN (gross monthly)." }, "workMode": { "title": "Work Mode", "enum": [ "all", "remote", "hybrid", "office" ], "type": "string", "description": "Filter by work arrangement.", "default": "all" }, "experienceLevel": { "title": "Experience Level", "enum": [ "all", "trainee", "junior", "mid", "senior", "expert" ], "type": "string", "description": "Filter by seniority level.", "default": "all" }, "maxResults": { "title": "Max Results", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum number of job listings to return.", "default": 100 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Residential proxies recommended due to Pracuj.pl's bot protection." } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```