NoFluffJobs Scraper

Extract job listings from NoFluffJobs — one of Central Europe's largest job boards, known for mandatory salary transparency in every listing. Retrieve titles, salaries, requirements, locations, company details, and more across all job categories and multiple country markets.

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Why this scraper?

🇵🇱 Poland's salary-first tech job board

NoFluffJobs is Poland's premium IT job board with a strict "no fluff" policy — every listing must include a transparent salary range. This makes it the highest-signal source for Polish tech compensation data.

💰 100% salary transparency — mandatory on every listing

Unlike any other Polish job board, NoFluffJobs requires salary disclosure on every listing — providing the most comprehensive and reliable tech salary dataset in the Polish market.

🌐 Remote and EU-wide tech roles

NoFluffJobs attracts international employers hiring in Poland and across the EU, with a high proportion of remote-eligible listings from European tech companies.

📄 Three description formats

Each result includes description (HTML), descriptionText (plain text), and descriptionMarkdown.

🔁 Cross-run deduplication

90-day TTL dedup. Set skipReposts: true for clean incremental feeds.

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Features

• Full category coverage — all 36 job categories: IT (backend, frontend, data, devops, etc.), engineering, business, HR, sales, and more
• Multi-region support — Poland (PLN), Hungary (HUF), Czech Republic (CZK), Netherlands (EUR)
• Salary data included — every listing on NoFluffJobs includes a salary range; the scraper extracts min/max, contract type (B2B / employment / mandate), and currency
• Optional detail enrichment — enable fetchDetails to retrieve full job descriptions, must-have/nice-to-have requirements, benefits, and work language requirements
• Cross-run deduplication — skip jobs already seen in previous runs with a 90-day rolling memory
• Date filtering — restrict results to jobs posted within N days
• Specific URL mode — pass individual job URLs to scrape targeted listings directly
• Pagination handled automatically — scrapes all pages per category without manual configuration

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Input parameters

| Parameter | Type | Default | descriptionHtml | String | Full job description as raw HTML. null if not fetched. | | descriptionText | String | Plain-text version of the description, HTML tags removed. | | descriptionMarkdown | String | Markdown version of the job description. | |-----------|------|---------|-------------| | keywords | array | [] | Job titles or technologies to search (e.g. ["Enterprise Architect", "Python", "Scrum Master"]). Each keyword is searched natively. Multi-word terms auto-converted to slugs. Takes priority over categories. | | categories | array | [] (all) | Job categories to scrape. Used when keywords is empty. Leave both empty for all 36 categories. | | regions | array | ["pl"] | Market regions: pl (Poland), hu (Hungary), cz (Czech Republic), nl (Netherlands). | | maxItems | integer | 0 (no limit) | Stop after this many results. | | fetchDetails | boolean | false | Fetch each job's detail page for full requirements, description, and benefits. | | startUrls | array | [] | Specific NoFluffJobs job URLs. When set, skips category pagination. | | skipReposts | boolean | false | Skip jobs seen in any previous run (90-day TTL). | | daysOld | integer | 0 (no filter) | Only return jobs posted within this many days. | | proxyConfiguration | object | RESIDENTIAL | Proxy settings. Residential proxies recommended. |

Category options

IT Development: backend, frontend, fullstack, mobile, embedded, testing, devops, architecture, security, game-dev, artificial-intelligence, data, sys-administrator, support, erp

Agile & Business IT: agile, product-management, project-manager, business-intelligence, business-analyst, ux

Engineering: electronics, telecommunication, electrical-eng, automation, mechanics

Business: sales, marketing, office-administration, hr, finance, consulting, customer-service, law, logistics, other

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Output

Each result item contains the following fields:

| Field | Type | descriptionHtml | String | Full job description as raw HTML. null if not fetched. | | descriptionText | String | Plain-text version of the description, HTML tags removed. |

descriptionMarkdown	String	Markdown version of the job description.
id	String	Unique job reference code
url	String	Full URL to the job listing
title	String	Job title
company	String	Employer name
region	String	Market region (pl, hu, cz, nl)
category	String	Job category (e.g. backend)
seniority	Array	Seniority levels (e.g. ["Senior", "Expert"])
technology	String	Primary technology or skill
locations	Array	Office city names
isFullyRemote	Boolean	Whether remote work is available
salaryFrom	Number	Minimum salary (monthly equivalent)
salaryTo	Number	Maximum salary (monthly equivalent)
salaryType	String	Contract type: b2b, permanent, zlecenie, uod
salaryCurrency	String	Salary currency (PLN, HUF, CZK, EUR)
requirements	Array	Key skills/technologies from the listing tile
postedAt	String	ISO 8601 publication date

Additional fields when fetchDetails: true

| Field | Type | descriptionHtml | String | Full job description as raw HTML. null if not fetched. | | descriptionText | String | Plain-text version of the description, HTML tags removed. |

descriptionMarkdown	String	Markdown version of the job description.
requirementsMustHave	Array	Must-have skills and technologies
requirementsNiceToHave	Array	Nice-to-have skills
requirementsDescription	String	Full requirements text (HTML)
workLanguages	Array	Required work languages (e.g. ["en", "pl"])
descriptionHtml	String	Full job description as raw HTML. null if not fetched.
descriptionText	String	Plain-text version of the description, HTML tags removed.
descriptionMarkdown	String	Markdown version of the job description.
dailyTasks	Array	List of daily responsibilities
benefits	Array	Employee benefits (e.g. ["Private healthcare", "Sport subscription"])
officePerks	Array	On-site perks
contractStart	String	Start date (e.g. "ASAP")
originalSalaryPeriod	String	Employer's original salary period (Hour, Day, Month, Year)
companySize	String	Company size band (e.g. "1000+")
expiresAt	String	ISO 8601 listing expiry date

Sample output (listing mode)

{
  "id": "MJ7CUTDY",
  "url": "https://nofluffjobs.com/job/senior-java-developer-remote-company-warszawa-1",
  "title": "Senior Java Developer - 100% remote",
  "company": "ExampleCorp",
  "region": "pl",
  "category": "backend",
  "seniority": ["Senior"],
  "technology": "Java",
  "locations": ["Warszawa", "Kraków"],
  "isFullyRemote": true,
  "salaryFrom": 25200,
  "salaryTo": 26880,
  "salaryType": "b2b",
  "salaryCurrency": "PLN",
  "requirements": ["Java", "Spring Boot", "Kafka"],
  "postedAt": "2025-04-07T10:05:32.000Z"
}

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Usage examples

Search by job title or technology

{
  "keywords": ["Enterprise Architect", "Solution Architect"],
  "regions": ["pl"]
}

{
  "keywords": ["Python", "Kubernetes", "Data Engineer"],
  "regions": ["pl", "cz"],
  "maxItems": 100
}

Scrape all Polish IT backend and frontend jobs

{
  "categories": ["backend", "frontend"],
  "regions": ["pl"]
}

Scrape all categories with full details, max 500 items

{
  "fetchDetails": true,
  "maxItems": 500
}

Daily incremental update — jobs posted in the last 2 days, skip duplicates

{
  "daysOld": 2,
  "skipReposts": true
}

Scrape specific job URLs

{
  "startUrls": [
    { "url": "https://nofluffjobs.com/job/senior-java-developer-company-warszawa-1" },
    { "url": "https://nofluffjobs.com/job/frontend-developer-react-company-remote" }
  ]
}

Multi-region: Poland + Czech Republic, data science only

{
  "categories": ["data", "artificial-intelligence"],
  "regions": ["pl", "cz"]
}

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Performance

Mode	Speed	Memory
Listing only	~400–600 jobs/min	256 MB
With fetchDetails: true	~60–100 jobs/min	256 MB

Scraping all Polish job categories (≈28,000 listings) takes approximately 50–70 minutes in listing mode.

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Pricing

$0.79 per 1,000 results — pay only for what you extract.

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Legal & ethical note

This actor accesses publicly available job listings on NoFluffJobs in compliance with the site's robots.txt. Only paths explicitly permitted for crawlers are accessed. No login, authentication bypass, or undocumented APIs are used. Always review NoFluffJobs' Terms of Service before use.

Additional services

Need a custom actor, additional filters, scheduled runs, or integration support? Send an email to info@unfencedgroup.nl — we build on request.

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