# Profesia.cz Scraper (`unfenced-group/profesia-cz-scraper`) Actor Scrape 50,000+ Czech job listings from Profesia.cz. Filter by keyword, region, contract type, and remote. Full descriptions, salary, and publish date. No API key needed. - **URL**: https://apify.com/unfenced-group/profesia-cz-scraper.md - **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community) - **Categories:** Jobs - **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: No ratings yet ## Pricing from $1.49 / 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/platform/actors/running/actors-in-store#pay-per-event ## 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 ## Profesia.cz Scraper Extract job listings from Profesia.cz — the Czech Republic's leading job board — at scale. Supports keyword search, region filtering, contract type filtering, remote-only mode, and cross-run repost detection. No API key required. ![Profesia.cz Scraper](https://i.imgur.com/PLACEHOLDER.png) --- ### Why use this scraper? - **Full market coverage** — access all 50,000+ active listings on Profesia.cz - **Rich structured output** — title, company, location, salary (parsed min/max/period/currency), contract type, publish date, and full job description per listing - **Flexible filtering** — search by keyword, region, employment type, and remote status - **Repost detection** — 90-day cross-run memory flags duplicate listings, preventing double-processing in pipelines - **Date filtering** — limit results to jobs posted within the last N days - **startUrls support** — scrape any Profesia.cz listing page or individual job URL directly --- ### Input parameters | Parameter | Type | Default | Description | |---|---|---|---| | `searchQuery` | string | — | Keyword(s) to search for | | `location` | string | — | Region slug, e.g. `praha`, `jihomoravsky-kraj` | | `jobType` | enum | — | `fulltime`, `parttime`, `dohoda`, `freelance`, `other` | | `remoteOnly` | boolean | `false` | Return only remote listings | | `daysOld` | integer | — | Max age in days (e.g. `7` for last week) | | `maxResults` | integer | `100` | Maximum number of results to return | | `fetchDetails` | boolean | `true` | Fetch full description from detail pages | | `skipReposts` | boolean | `false` | Skip jobs seen in previous runs | | `startUrls` | array | — | Specific Profesia.cz URLs to scrape | #### Region slug examples `praha` · `jihomoravsky-kraj` · `jihocesky-kraj` · `moravskoslezsky-kraj` · `olomoucky-kraj` · `pardubicky-kraj` · `liberecky-kraj` · `kralovehradecky-kraj` · `zlinsky-kraj` --- ### Output schema Each result contains: | Field | Type | Description | |---|---|---| | `id` | string | Profesia.cz offer ID | | `url` | string | Full URL to the job posting | | `title` | string | Job title | | `company` | string | Employer name | | `location` | string | Job location | | `salaryText` | string | Raw salary string as shown on site | | `salaryMin` | number | Minimum salary (parsed) | | `salaryMax` | number | Maximum salary (parsed) | | `salaryPeriod` | string | `HOUR`, `DAY`, `WEEK`, `MONTH`, or `YEAR` | | `salaryCurrency` | string | `CZK`, `EUR`, etc. | | `contractType` | string | Employment type (e.g. `plný úvazek, živnost`) | | `publishDate` | string | Publish date (`YYYY-MM-DD`) | | `publishDateISO` | string | ISO 8601 publish date | | `description` | string | Full job description (HTML) | | `descriptionText` | string | Full job description (plain text) | | `descriptionMarkdown` | string | Full job description (Markdown) | | `isRepost` | boolean | Whether this job was seen in a previous run | | `originalPublishDate` | string | Date first seen (if repost) | | `originalUrl` | string | Original URL (if repost) | | `isFeatured` | boolean | Whether this is a top/featured listing | | `contentHash` | string | MD5 hash of URL + publish date | | `summary` | string | One-line summary for notifications | | `source` | string | `profesia.cz` | | `scrapedAt` | string | ISO 8601 timestamp of scrape | --- ### Pricing $1.49 per 1,000 results — usage-based, pay only for what you scrape. | Volume | Cost | |---|---| | 1,000 results | $1.49 | | 10,000 results | $14.90 | | 50,000 results | $74.50 | | 100,000 results | $149.00 | Flat-rate competitors charge $30–$99/month regardless of usage. This scraper charges only for results you actually retrieve. --- ### Performance | Scenario | Speed | Notes | |---|---|---| | List-only (no detail pages) | ~2,000 results/min | Fast, no detail requests | | With detail pages | ~120 results/min | Full description + exact date | | Full site crawl (50k+) | ~7 hours | With detail pages enabled | --- ### Known limitations - **Date filter accuracy** — the `daysOld` parameter filters based on exact publish dates from detail pages. When `fetchDetails: false`, only relative date text (e.g. "Před 5 hodinami") is available from list pages and date filtering is skipped. - **Czech-language content** — job descriptions are in Czech. The scraper returns raw HTML and plain text without translation. - **Featured listings** — top/featured listings may appear on multiple pages. The repost detection system handles deduplication automatically. --- ### Technical details - Scrapes public listing and detail pages on Profesia.cz - No login required - Complies with Profesia.cz robots.txt (disallowed paths are not accessed) - Outputs data in JSON format compatible with downstream ETL pipelines --- ### Additional services Need a custom integration, scheduled runs, or a scraper for another job board? Contact **info@unfencedgroup.nl** — we build and maintain commercial-grade scrapers across 30+ European and global job boards. --- *Built and maintained by [unfenced-group](https://apify.com/unfenced-group) · Profesia.cz Scraper v0.0* # Actor input Schema ## `searchQuery` (type: `string`): Keyword(s) to search for, e.g. 'developer', 'account manager'. ## `location` (type: `string`): Region slug to filter by, e.g. 'praha', 'jihomoravsky-kraj'. Leave blank for all regions. ## `jobType` (type: `string`): Filter by employment type. Leave blank for all types. ## `remoteOnly` (type: `boolean`): Return only remote job listings. ## `daysOld` (type: `integer`): Only return jobs posted within this many days. Leave blank to return all. ## `maxResults` (type: `integer`): Maximum number of job results to return. ## `fetchDetails` (type: `boolean`): Fetch full job description from detail pages. Adds description, exact publish date, and contract type. Slower but richer output. ## `skipReposts` (type: `boolean`): Skip jobs already seen in previous runs (cross-run deduplication using a 90-day memory). ## `startUrls` (type: `array`): Optional list of specific Profesia.cz URLs to scrape (listing pages or individual job URLs). ## Actor input object example ```json { "searchQuery": "", "location": "", "jobType": "", "remoteOnly": false, "maxResults": 100, "fetchDetails": true, "skipReposts": false, "startUrls": [] } ```` # 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 = {}; // Run the Actor and wait for it to finish const run = await client.actor("unfenced-group/profesia-cz-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 = {} # Run the Actor and wait for it to finish run = client.actor("unfenced-group/profesia-cz-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 '{}' | apify call unfenced-group/profesia-cz-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=unfenced-group/profesia-cz-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Profesia.cz Scraper", "description": "Scrape 50,000+ Czech job listings from Profesia.cz. Filter by keyword, region, contract type, and remote. Full descriptions, salary, and publish date. No API key needed.", "version": "0.0", "x-build-id": "xyvZUsCvSRaZv9PDB" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/unfenced-group~profesia-cz-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-unfenced-group-profesia-cz-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/unfenced-group~profesia-cz-scraper/runs": { "post": { "operationId": "runs-sync-unfenced-group-profesia-cz-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/unfenced-group~profesia-cz-scraper/run-sync": { "post": { "operationId": "run-sync-unfenced-group-profesia-cz-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "searchQuery": { "title": "Search query", "type": "string", "description": "Keyword(s) to search for, e.g. 'developer', 'account manager'.", "default": "" }, "location": { "title": "Location (region slug)", "type": "string", "description": "Region slug to filter by, e.g. 'praha', 'jihomoravsky-kraj'. Leave blank for all regions.", "default": "" }, "jobType": { "title": "Job type", "enum": [ "", "fulltime", "parttime", "dohoda", "freelance", "other" ], "type": "string", "description": "Filter by employment type. Leave blank for all types.", "default": "" }, "remoteOnly": { "title": "Remote only", "type": "boolean", "description": "Return only remote job listings.", "default": false }, "daysOld": { "title": "Max age (days)", "minimum": 1, "maximum": 365, "type": "integer", "description": "Only return jobs posted within this many days. Leave blank to return all." }, "maxResults": { "title": "Max results", "minimum": 1, "maximum": 50000, "type": "integer", "description": "Maximum number of job results to return.", "default": 100 }, "fetchDetails": { "title": "Fetch detail pages", "type": "boolean", "description": "Fetch full job description from detail pages. Adds description, exact publish date, and contract type. Slower but richer output.", "default": true }, "skipReposts": { "title": "Skip reposts", "type": "boolean", "description": "Skip jobs already seen in previous runs (cross-run deduplication using a 90-day memory).", "default": false }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Optional list of specific Profesia.cz URLs to scrape (listing pages or individual job URLs).", "default": [], "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } } } }, "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 } } } } } } } } } } ```