# NoFluffJobs IT Job Scraper (`nomad-dev/nofluffjobs-scraper`) Actor Get live tech job postings from nofluffjobs.com as clean structured data. Filter by category (frontend, backend, fullstack, devops, etc.), salary currency, and region. No login, no setup. - **URL**: https://apify.com/nomad-dev/nofluffjobs-scraper.md - **Developed by:** [Nomad.Dev](https://apify.com/nomad-dev) (community) - **Categories:** Jobs - **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 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 ## NoFluffJobs IT Job Scraper Get live tech job postings from [nofluffjobs.com](https://nofluffjobs.com) — one of the largest Polish/CEE IT job boards — as clean structured data. **No login, no account, no setup.** NoFluffJobs is notable for mandatory salary ranges on every listing (rare in European tech), strong frontend and fullstack representation, and significant DACH/CEE remote coverage. ### Why use it - **Salary-transparent** — every posting includes a salary range; the scraper exposes it in your chosen currency. - **Category-scoped** — fetch only the categories you care about (frontend, backend, devops, ai-data, etc.) without wading through irrelevant roles. - **Deduplication included** — the same role posted across multiple cities is collapsed to a single record. - **Clean structured output** — ready for spreadsheets, databases, dashboards or job-matching pipelines. ### What you get One dataset item per unique posting: | Field | Description | |---|---| | `externalId` | Stable posting identifier (URL slug) | | `title` | Job title | | `company` | Hiring company | | `location` | City/cities and remote flag | | `category` | NoFluffJobs category (e.g. `frontend`) | | `seniority` | Seniority level(s) (e.g. `mid, senior`) | | `skills` | Must-have skills (up to 8) | | `salary` | Salary range with currency and contract type | | `postedAt` | Posting date (ISO-8601 UTC) | | `snippet` | Summary line: level, skills, salary | | `url` | Direct link to the full posting | ### Input | Field | Type | Default | Notes | |---|---|---|---| | `categories` | array | `["frontend"]` | NoFluffJobs category slugs to fetch | | `maxItems` | integer | `100` | Cap total results; `0` = no limit | | `maxPages` | integer | `5` | Max pages per category (up to 50 items each) | | `salaryCurrency` | enum | `EUR` | Currency for salary display | | `region` | enum | `pl` | Regional portal (`pl` = Poland / CEE) | #### Available categories `frontend`, `backend`, `fullstack`, `mobile`, `embedded`, `devops`, `testing`, `ux`, `business-analyst`, `project-manager`, `ai-data`, `security`, and more. #### Example ```json { "categories": ["frontend", "fullstack"], "maxItems": 200, "maxPages": 5, "salaryCurrency": "EUR" } ```` Returns up to 200 deduplicated frontend and fullstack postings with salaries displayed in EUR. ### Use cases - Job seekers tracking new Polish/CEE tech postings in real time. - Recruiters sourcing IT talent in the Polish and Central/Eastern European market. - Salary benchmarking — NoFluffJobs mandatory salary data is among the most comprehensive in EU tech. - Job-board aggregators and newsletters covering European IT roles. - Labor-market researchers analyzing skill demand and salary trends. # Actor input Schema ## `categories` (type: `array`): Which NoFluffJobs categories to fetch. Defaults to \["frontend"]. Available: backend, frontend, fullstack, mobile, embedded, devops, testing, ux, business-analyst, project-manager, ai-data, security, and more. ## `maxItems` (type: `integer`): Maximum total number of postings to return across all categories. Set 0 for no limit. ## `maxPages` (type: `integer`): Maximum number of result pages to fetch per category (each page contains up to 50 postings). ## `salaryCurrency` (type: `string`): Currency in which salary ranges are returned. NoFluffJobs converts all salaries to this currency. ## `region` (type: `string`): Regional portal to query. "pl" targets the Polish/CEE listings (the primary NoFluffJobs market). ## `cacheTtlSeconds` (type: `integer`): Cache the upstream fetch in the key-value store for this many seconds; re-runs within the window skip the network call. Set 0 to disable. ## Actor input object example ```json { "categories": [ "frontend", "fullstack" ], "maxItems": 100, "maxPages": 5, "salaryCurrency": "EUR", "region": "pl", "cacheTtlSeconds": 1800 } ``` # 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("nomad-dev/nofluffjobs-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("nomad-dev/nofluffjobs-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 nomad-dev/nofluffjobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=nomad-dev/nofluffjobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "NoFluffJobs IT Job Scraper", "description": "Get live tech job postings from nofluffjobs.com as clean structured data. Filter by category (frontend, backend, fullstack, devops, etc.), salary currency, and region. No login, no setup.", "version": "0.1", "x-build-id": "epNIuVhqOJ0Izrj9I" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/nomad-dev~nofluffjobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-nomad-dev-nofluffjobs-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/nomad-dev~nofluffjobs-scraper/runs": { "post": { "operationId": "runs-sync-nomad-dev-nofluffjobs-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/nomad-dev~nofluffjobs-scraper/run-sync": { "post": { "operationId": "run-sync-nomad-dev-nofluffjobs-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": { "categories": { "title": "Job categories", "type": "array", "description": "Which NoFluffJobs categories to fetch. Defaults to [\"frontend\"]. Available: backend, frontend, fullstack, mobile, embedded, devops, testing, ux, business-analyst, project-manager, ai-data, security, and more.", "default": [ "frontend" ], "items": { "type": "string" } }, "maxItems": { "title": "Max items", "minimum": 0, "type": "integer", "description": "Maximum total number of postings to return across all categories. Set 0 for no limit.", "default": 100 }, "maxPages": { "title": "Max pages per category", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum number of result pages to fetch per category (each page contains up to 50 postings).", "default": 5 }, "salaryCurrency": { "title": "Salary currency", "enum": [ "EUR", "PLN", "USD", "GBP", "CHF" ], "type": "string", "description": "Currency in which salary ranges are returned. NoFluffJobs converts all salaries to this currency.", "default": "EUR" }, "region": { "title": "Region", "enum": [ "pl" ], "type": "string", "description": "Regional portal to query. \"pl\" targets the Polish/CEE listings (the primary NoFluffJobs market).", "default": "pl" }, "cacheTtlSeconds": { "title": "Cache TTL (seconds)", "minimum": 0, "type": "integer", "description": "Cache the upstream fetch in the key-value store for this many seconds; re-runs within the window skip the network call. Set 0 to disable.", "default": 1800 } } }, "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 } } } } } } } } } } ```