# NoFluffJobs Remote Tech Jobs Scraper (`crawlerbros/nofluffjobs-scraper`) Actor Scrape NoFluffJobs.com - a transparent IT job board with 3,800+ active remote tech listings. Search by keyword, filter by category, job type, and location. Returns job title, company, salary, skills, and a direct apply URL. - **URL**: https://apify.com/crawlerbros/nofluffjobs-scraper.md - **Developed by:** [Crawler Bros](https://apify.com/crawlerbros) (community) - **Categories:** Jobs, Automation, Integrations - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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 ## NoFluffJobs Remote Tech Jobs Scraper Scrape [NoFluffJobs.com](https://nofluffjobs.com) — a transparent IT job board with 3,800+ active remote and hybrid tech listings. Search by keyword or browse by category. Returns job title, company, salary, location, tech categories, and a direct apply URL. Uses the public NoFluffJobs RSS feed. No auth or proxy required. ### What this actor does - **Two modes:** `searchJobs` (keyword search across all listings) and `browseByCategory` (browse a specific tech category) - **Filters:** location/country and category - **Salary data:** extracted from job descriptions when available - **Clean text:** HTML stripped from descriptions - **Empty fields are omitted** — every record field contains real data ### Output per job | Field | Description | |---|---| | `jobTitle` | Job title | | `companyName` | Hiring company name | | `jobUrl` | Direct link to the job listing on NoFluffJobs | | `pubDate` | Publication date from RSS feed | | `location` | Geographic requirement (Remote Poland, Warsaw, etc.) | | `salary` | Salary range or rate when available | | `categories` | All tech categories (Backend, Python, etc.) | | `primaryCategory` | First/primary tech category | | `jobDescription` | Plain-text job description | | `recordType` | Always `"job"` | | `scrapedAt` | UTC timestamp of when the record was scraped | ### Input | Field | Type | Default | Description | |---|---|---|---| | `mode` | select | `searchJobs` | `searchJobs` — search by keyword; `browseByCategory` — list jobs in a category | | `query` | string | `Python` | Keyword or technology to search (required for `searchJobs`) | | `category` | select | – | Tech category slug (required for `browseByCategory`) | | `location` | string | – | Location filter, e.g. `Remote`, `Poland`, `Warsaw` | | `maxItems` | integer | `50` | Hard cap on emitted records (1–500) | #### Category options `backend`, `frontend`, `fullstack`, `mobile`, `devops`, `data`, `testing`, `security`, `embedded`, `architecture`, `ai`, `pm`, `ux`, `support`, `other` #### Example: search for Python jobs ```json { "mode": "searchJobs", "query": "Python", "location": "Remote", "maxItems": 50 } ```` #### Example: browse backend jobs in Poland ```json { "mode": "browseByCategory", "category": "backend", "location": "Poland", "maxItems": 100 } ``` #### Example: DevOps listings ```json { "mode": "browseByCategory", "category": "devops", "maxItems": 50 } ``` ### Use cases - **Job aggregators** — pull fresh IT listings into your own job board - **Salary benchmarking** — track salary ranges for specific tech roles and locations - **Tech talent analytics** — analyse demand for technologies by category and region - **Career tools** — power job recommendation engines with structured tech job data - **Job alerts** — monitor NoFluffJobs for new postings matching your criteria ### FAQ **What is NoFluffJobs?** NoFluffJobs is a Polish-originated IT job board known for transparent salary information and focus on tech roles. It covers Poland, remote-first European companies, and international positions. **Do I need an API key or account?** No. NoFluffJobs provides a public RSS feed that this actor uses directly. No credentials required. **How many jobs are available?** NoFluffJobs typically has 3,000–4,000 active listings in its RSS feed at any time. **Are salary fields always populated?** No — salary is shown when NoFluffJobs lists it in the job description. When absent, the `salary` field is omitted. **What does `location` mean?** Location is extracted from the job description's "Location" field, which can be `Remote`, `Remote Poland`, a city name like `Warsaw`, or a hybrid arrangement. **How fresh is the data?** The RSS feed reflects current active listings and is typically updated every few hours. **Can I filter results after scraping?** Yes — the actor's filters (location, category) do keyword matching on the fields. For finer control, download the full dataset and apply your own filters. # Actor input Schema ## `mode` (type: `string`): What to fetch. ## `query` (type: `string`): Keyword or job title to search (mode=searchJobs). E.g. 'Python', 'React developer', 'DevOps'. ## `category` (type: `string`): Job category to browse. ## `location` (type: `string`): Country or city keyword to filter by, e.g. 'Remote', 'Poland', 'Warsaw'. ## `maxItems` (type: `integer`): Hard cap on emitted records. ## Actor input object example ```json { "mode": "searchJobs", "query": "Python", "maxItems": 50 } ``` # Actor output Schema ## `jobs` (type: `string`): Dataset containing all scraped NoFluffJobs tech job listings. # 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 = { "mode": "searchJobs", "query": "Python", "maxItems": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("crawlerbros/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 = { "mode": "searchJobs", "query": "Python", "maxItems": 50, } # Run the Actor and wait for it to finish run = client.actor("crawlerbros/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 '{ "mode": "searchJobs", "query": "Python", "maxItems": 50 }' | apify call crawlerbros/nofluffjobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=crawlerbros/nofluffjobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "NoFluffJobs Remote Tech Jobs Scraper", "description": "Scrape NoFluffJobs.com - a transparent IT job board with 3,800+ active remote tech listings. Search by keyword, filter by category, job type, and location. Returns job title, company, salary, skills, and a direct apply URL.", "version": "1.0", "x-build-id": "tpJPmleVBFH1CMzCh" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/crawlerbros~nofluffjobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-crawlerbros-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/crawlerbros~nofluffjobs-scraper/runs": { "post": { "operationId": "runs-sync-crawlerbros-nofluffjobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/crawlerbros~nofluffjobs-scraper/run-sync": { "post": { "operationId": "run-sync-crawlerbros-nofluffjobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "required": [ "mode" ], "properties": { "mode": { "title": "Mode", "enum": [ "searchJobs", "browseByCategory" ], "type": "string", "description": "What to fetch.", "default": "searchJobs" }, "query": { "title": "Search query / keyword", "type": "string", "description": "Keyword or job title to search (mode=searchJobs). E.g. 'Python', 'React developer', 'DevOps'.", "default": "Python" }, "category": { "title": "Category (mode=browseByCategory)", "enum": [ "backend", "frontend", "fullstack", "mobile", "devops", "data", "testing", "security", "embedded", "architecture", "ai", "pm", "ux", "support", "other" ], "type": "string", "description": "Job category to browse." }, "location": { "title": "Location / country filter", "type": "string", "description": "Country or city keyword to filter by, e.g. 'Remote', 'Poland', 'Warsaw'." }, "maxItems": { "title": "Max items", "minimum": 1, "maximum": 500, "type": "integer", "description": "Hard cap on emitted records.", "default": 50 } } }, "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 } } } } } } } } } } ```