No Fluff Jobs Scraper

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Pull IT and tech job listings from No Fluff Jobs at scale — full salary ranges, complete tech stacks, seniority, company, location, and apply links for every posting across six European country editions. Every record arrives as one clean, flat row with parsed salary min/max and a single currency, ready to drop into a spreadsheet or BI tool. Built for tech recruiters, salary-benchmarking analysts, and developer-tooling teams who need structured European IT-job data without hand-crafting search URLs or copy-pasting from job cards one at a time.

Why This Scraper?

• Six country editions in one actor — Poland, Czech Republic, Slovakia, Hungary, Ukraine, and the Netherlands, switched with a single dropdown. No separate runs, no juggling locale URLs.
• 17 IT job categories — Backend, Frontend, Fullstack, Mobile, DevOps, Testing/QA, Data, AI/Machine Learning, Security, UX, Architecture, Embedded, System Administrator, Support, Business Analyst, Business Intelligence, and Project Manager.
• Parsed salary on every job — No Fluff Jobs mandates transparent pay, so each row carries salaryMin and salaryMax as real numbers (plus salaryCurrency and salaryPeriod), not a string you have to clean.
• 7-currency salary normalization — read every salary in PLN, EUR, USD, GBP, CZK, HUF, or UAH; the actor converts the numbers so cross-border comparisons line up.
• Full tech stack, split by importance — mustHaveSkills and niceToHaveSkills arrays plus a primaryTech tag, so you can filter candidates or market reports on the exact technologies that matter.
• Five seniority levels and two contract types — Trainee, Junior, Mid, Senior, and Expert, crossed with B2B / Contract or Permanent / Employment.
• Keyword search with structured filters, no URL building — type "react" or "devops", pick a category, seniority, city, and remote toggle; the actor does the searching. Or paste a No Fluff Jobs URL to clone a search you already dialed in.
• Cross-region deduplication by listing reference — the same job often appears under several regions; you get it once, with a reference key so you can verify it yourself.
• Remote level 0–5 plus a fully-remote flag — remoteLevel and isRemote on every posting, so "remote-friendly" and "fully remote" are never conflated.

Use Cases

Recruitment & Sourcing

• Build candidate-outreach lists by category, seniority, and required tech stack
• Track which companies are hiring for a given role across multiple countries
• Pull applyUrl and company details to feed an ATS or sourcing pipeline
• Monitor newly posted roles daily using postedDate and daysAgo

Salary Benchmarking

• Compare pay ranges for the same role across Poland, Czechia, and Hungary
• Normalize every offer to one currency for apples-to-apples reporting
• Benchmark B2B contract rates against permanent-employment salaries
• Map salary by seniority level for a single technology

Market & Talent Intelligence

• Track demand for specific technologies through mustHaveSkills frequency
• Measure remote-work supply by country using remoteLevel and isRemote
• Watch hiring volume by category as a leading indicator of tech-sector trends
• Identify which cities concentrate the most openings for a given stack

Lead Generation

• Build lists of companies actively hiring for tools you sell into
• Capture company name and size band for B2B prospecting
• Target firms hiring DevOps or Security roles for infrastructure vendors
• Segment outreach by employment type and team size

Data Enrichment & Integration

• Feed live job data into talent dashboards and market reports
• Power salary calculators and compensation tools
• Enrich a CRM with hiring-activity signals per company
• Build alerting for new postings matching a saved search

Getting Started

Simple keyword search

Just a keyword and a country edition:

{
"searchQueries":["python"],
"country":"pl"
}

Filtered search

The most useful combination — role, category, seniority, and remote only:

{
"searchQueries":["react"],
"country":"cz",
"category":"frontend",
"seniority":"senior",
"remoteOnly":true,
"maxResultsPerQuery":200
}

Advanced run

Most options set — multi-keyword, salary normalized to euros, salary-disclosed only, lighter records:

{
"searchQueries":["devops","platform engineer"],
"country":"pl",
"category":"devops",
"seniority":"mid",
"employmentType":"b2b",
"location":"Warsaw",
"salaryCurrency":"EUR",
"withSalaryOnly":true,
"maxResultsPerQuery":500,
"includeDescription":false
}

From a No Fluff Jobs URL

Paste a search, category, or individual job URL to scrape it directly:

{
"startUrls":[
"https://nofluffjobs.com/jobs/backend",
"https://nofluffjobs.com/pl/job/senior-backend-engineer-acme-warszawa"
],
"maxResultsPerQuery":100
}

Input Reference

What to Search

Filters

Limits & Output

Output

Each job posting is one flat row. Here's a representative result:

{
"jobId":"senior-backend-engineer-acme-warszawa",
"reference":"ACME-BE-2026-0042",
"title":"Senior Backend Engineer",
"company":"Acme Software",
"companyLogoUrl":"https://static.nofluffjobs.com/companies/logos/acme.png",
"companySize":"100-249",
"category":"Backend",
"seniority":["Senior"],
"primaryTech":"Java",
"techStack":["Java","Spring","PostgreSQL","Kafka","AWS"],
"mustHaveSkills":["Java","Spring","PostgreSQL"],
"niceToHaveSkills":["Kafka","AWS"],
"languages":["English","Polish"],
"location":"Warsaw, Poland",
"cities":["Warsaw"],
"countries":["PL"],
"remoteLevel":4,
"isRemote":false,
"employmentType":"b2b",
"salary":"20 000 - 26 000 PLN / month",
"salaryMin":20000,
"salaryMax":26000,
"salaryCurrency":"PLN",
"salaryPeriod":"Month",
"benefits":["Private healthcare","Sport card","Training budget"],
"description":"We are looking for a Senior Backend Engineer to join...",
"descriptionHtml":"<p>We are looking for a Senior Backend Engineer to join...</p>",
"postedDate":"2026-05-21T08:00:00Z",
"daysAgo":11,
"status":"PUBLISHED",
"applyUrl":"https://nofluffjobs.com/pl/job/senior-backend-engineer-acme-warszawa/apply",
"postingUrl":"https://nofluffjobs.com/pl/job/senior-backend-engineer-acme-warszawa",
"country":"PL",
"searchQuery":"python developer",
"scrapedAt":"2026-06-01T14:30:00Z"
}

Job & Company

Role & Skills

Location & Remote

Salary

Description, Dates & Links

Tips for Best Results

• Start small to test — set maxResultsPerQuery to 10–50 on your first run to confirm the data fits your needs, then scale up.
• Pick the right country edition — Poland, Czechia, Slovakia, Hungary, and Ukraine are all active; the Netherlands edition currently carries no live postings, so use one of the other five unless you specifically want to watch the NL market.
• Normalize salaries when comparing across borders — set salaryCurrency to EUR (or your reporting currency) and every range comes back converted, so a Polish and a Czech offer sit on the same scale.
• Use exact technology keywords for clean results — a recognized tech token (like "python" or "kubernetes") resolves to a precise skill match, while an unmatched phrase returns zero rather than a flood of unrelated jobs.
• Clone a search from the website — dial in filters on No Fluff Jobs, copy the URL, and paste it into startUrls to reproduce that exact result set.
• Turn off descriptions for faster scans — set includeDescription to false when you only need titles, companies, salaries, and tech stack; flip it on when you need the full posting text.
• Keep deduplication on for counting — onlyUniqueJobs returns one row per posting even though listings repeat across regions, so your totals reflect real openings rather than regional copies.

Pricing

From $0.75 per 1,000 results — pay-per-result, among the most affordable structured job-data feeds for the European tech market. No compute charges — you only pay per result returned. Bronze, Silver, and Gold subscribers pay progressively less; the table below shows total cost at each discount tier.

A "result" is any job row in the output dataset. There are no separate compute charges — the per-result price shown above is all you pay.

Integrations

Export data in JSON, CSV, Excel, XML, or RSS. Connect to 1,500+ apps via:

• Zapier / Make / n8n — Workflow automation
• Google Sheets — Direct spreadsheet export
• Slack / Email — Notifications on new results
• Webhooks — Trigger custom APIs on run completion
• Apify API — Full programmatic access

Legal & Ethical Use

This actor is designed for legitimate recruitment research, salary benchmarking, and labor-market analysis. Job postings on No Fluff Jobs are published by employers for candidate discovery. Users are responsible for complying with applicable laws and No Fluff Jobs' Terms of Service. Do not use extracted data for spam, harassment, or any unlawful purpose, and handle any personal data in line with GDPR and other applicable regulations.