No Fluff Jobs Scraper | NoFluffJobs IT Jobs & Salary Data

What does No Fluff Jobs Scraper do?

No Fluff Jobs Scraper pulls IT and tech job offers from nofluffjobs.com across all four of its markets — Poland, Czechia & Slovakia, Hungary and Ukraine — into clean, structured records with 63 fields each. Every offer on No Fluff Jobs carries a salary, and this Actor turns it into numbers you can sort and compare, optionally converted to one currency and one period. It runs with no code and exports to JSON, CSV, Excel, the API or straight into an AI agent.

Give it search terms (python, data engineer, react native) and filters, or paste No Fluff Jobs URLs, and it returns every matching job: title, company, seniority, skills, salary, work mode and dates, plus the full offer when Fetch full job details is on (the default).

New to Apify? Sign up free and use the included monthly platform credit to try this Actor — no credit card needed.

Why this scraper

• ⚡ Fast & low-cost — lightweight, no browser, no login, so large runs stay cheap.
• 🎚️ Narrow it down properly — ten multi-select filters, four markets and several search terms in one de-duplicated run.
• 🏢 No half-empty records — company size, work mode, remote days per week and expiry date come back on every job, so you can filter and chart on them without gaps.
• ♻️ Built for monitoring — scheduled runs return only what changed, and unchanged jobs are free.

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What data can you extract from No Fluff Jobs?

Every record carries 63 fields. Fields in bold are filled on every offer, not only when the employer happens to provide them.

Group	What you get
Job & role	Title, URL, market, category, seniority, main technology, skills, must-have and nice-to-have skills, language requirements, daily tasks
Salary	Min, currency, period, contract type and readable salary text, max (empty only on open-ended "from X" offers), and a separate range for each contract type the offer lists, with its paid-holiday flag
Work mode & location	Location, cities, countries, work mode (remote / hybrid / office), remote days per week, flexible-remote flag, hybrid arrangement text
Company & hiring	Company, company size, website, logo, company video, contract start, how to apply, the employer's own job reference, plus recruitment steps and team methodology when the employer describes them
Dates & status	Posted, renewed and expiry dates, featured flag, online-interview flag, Help-for-Ukraine flag
Description	Full offer text as plain text, HTML and/or Markdown, with an optional length cap

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Key features

• 🔎 Search or URL scraping — several search terms per run, or paste No Fluff Jobs search URLs (their filters are kept) and job URLs.
• 🌍 All four markets at once — any mix of Poland, Czechia & Slovakia, Hungary and Ukraine, merged and de-duplicated across markets and terms. A job posted in several cities is returned once.
• 🎚️ Real multi-select filters — 36 job categories, 7 seniority levels, 5 contract types, cities, remote, required skills, companies, posting language, minimum salary and posting age.
• 💱 Salary normalization — report every salary in PLN, EUR, USD, GBP, CHF, CZK, HUF or UAH, per hour, day, month or year, so offers from four markets compare side by side.
• 🧮 Pay per contract type — when an offer pays differently on B2B and on a permanent contract, salaryByContract keeps both ranges instead of flattening them into one number.
• ♻️ Monitoring & alerts — scheduled runs deliver only new, updated and reappeared jobs, and push them to Telegram, Slack, Discord or any webhook (details below).
• 🤖 AI-ready — compact and drop-empty output modes keep payloads small for LLMs and MCP.

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🚀 How to scrape No Fluff Jobs

1. Open the Actor and enter one or more search terms (e.g. python), pick your markets and any filters — or paste a No Fluff Jobs URL.
2. Set Max results and choose whether to fetch full job details (on by default).
3. Optionally pick a salary currency and period so every offer is reported the same way.
4. (Optional) Turn on incremental mode and an alert channel, then Schedule it.
5. Click Start — results stream into the Output tab.

Leave everything empty and it returns the 25 most recently posted or refreshed jobs in Poland.

Quick-start example input

{
  "searchTerms": ["python"],
  "markets": ["pl", "cz"],
  "seniority": ["senior", "expert"],
  "employmentTypes": ["b2b"],
  "remoteOnly": true,
  "salaryCurrency": "EUR",
  "salaryPeriod": "month",
  "maxResults": 100
}

This finds up to 100 senior and expert Python jobs offering a B2B contract that can be done fully remote, across Poland and Czechia & Slovakia, with every salary converted to euros per month — a ready-made shortlist of the best-paid remote B2B roles in the region.

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Input

Configure it in the visual editor — no code needed — or pass JSON via the API. 37 inputs are available, grouped exactly as in the editor. The incremental monitoring and notification inputs are described in their own sections below.

🔎 Search

Field	Type	What it does
searchTerms	array	Job titles, technologies or keywords, e.g. python, data engineer. Each term runs as its own search; results are merged and de-duplicated. Empty = every open job.
markets	array	pl (Poland), cz (Czechia & Slovakia — one shared market), hu (Hungary), ua (Ukraine). Defaults to Poland.
startUrls	array	No Fluff Jobs search URLs (filters in the URL are kept) or job offer URLs. Replaces the search form.
maxResults	integer	Maximum jobs across all searches (default 25, 0 = every matching job).

🎚️ Filters

Several values inside one filter widen the search (OR); different filters narrow it (AND).

Field	Type	What it does
categories	array	36 categories: backend, frontend, fullstack, mobile, embedded, data, AI / machine learning, DevOps, testing, security, architecture, system administration, IT support, business analysis, BI, project and product management, agile, ERP, UX / UI, game dev, marketing, sales, finance, HR, consulting and more.
seniority	array	trainee, junior, mid, senior, expert, lead, head.
employmentTypes	array	b2b, permanent, zlecenie (mandate), uod (specific-task), intern.
cities	array	e.g. Warszawa, Kraków, Praha, Budapest — Polish characters optional.
remoteOnly	boolean	Fully remote jobs. With cities: jobs in those cities or remote.
skills	array	Only jobs listing one of these technologies, e.g. Java, Kubernetes, SQL.
companies	array	Only jobs from these employers (name or part of it).
jobLanguages	array	Posting language: en, pl, de, hu, uk.
minSalary	integer	Only jobs paying at least this much, in the salary currency and period chosen below.
postedWithinDays	integer	Only jobs posted or refreshed in the last N days.

📄 Output

Field	Type	What it does
salaryCurrency	enum	original or one of PLN, EUR, USD, GBP, CHF, CZK, HUF, UAH.
salaryPeriod	enum	original, hour, day, month or year.
includeDetails	boolean	Fetch the full offer (default on) — see Data fields below for what it adds.
descriptionFormat	enum	all, text, html or markdown.
descriptionMaxLength	integer	Cut descriptions to N characters (0 = full length).
compact	boolean	Core fields only.
excludeEmptyFields	boolean	Drop null/empty fields.

⚙️ Advanced

Field	Type	What it does
proxyConfiguration	object	Optional and off by default — the Actor works without it.
ignoreUrlFailures	boolean	Skip start URLs that can't be interpreted instead of failing the run.
maxRequestRetries	integer	Retries per failed request (0–10, default 3).

More example inputs

A data-engineering salary survey across every market, salaries per year in euros:

{
  "categories": ["data", "artificialIntelligence"],
  "markets": ["pl", "cz", "hu", "ua"],
  "salaryCurrency": "EUR",
  "salaryPeriod": "year",
  "maxResults": 0
}

A daily watch on new Kraków and Warsaw Java jobs above a pay floor, pushed to Telegram:

{
  "skills": ["Java"],
  "cities": ["Kraków", "Warszawa"],
  "minSalary": 20000,
  "postedWithinDays": 2,
  "incrementalMode": true,
  "skipReposts": true,
  "telegramToken": "<bot token>",
  "telegramChatId": "@yourchannel"
}

Paste a search you built on the site, keep its filters:

{ "startUrls": [{ "url": "https://nofluffjobs.com/pl/backend" }], "maxResults": 200 }

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Output

Each dataset item is one job offer. A real record with full details on (long text and lists trimmed):

{
  "id": "BIGSKIRV",
  "title": "Senior PHP Software Engineer (Pimcore)",
  "company": "Branchspace sp. z o.o.",
  "url": "https://nofluffjobs.com/pl/job/senior-php-software-engineer-pimcore-branchspace-krakow",
  "market": "pl",
  "category": "backend",
  "seniority": ["Senior"],
  "technology": "PHP",
  "skills": ["PHP", "Symfony", "CMS"],
  "location": "Kraków",
  "cities": ["Kraków"],
  "countries": ["PL"],
  "isFullyRemote": false,
  "workMode": "hybrid",
  "remoteDaysPerWeek": 3,
  "salaryMin": 18000,
  "salaryMax": 25000,
  "salaryCurrency": "PLN",
  "salaryPeriod": "month",
  "salaryContractType": "b2b",
  "salaryText": "18 000–25 000 PLN / month (B2B)",
  "salaryByContract": [
    { "contractType": "b2b", "min": 18000, "max": 25000, "currency": "PLN", "period": "month", "paidHoliday": false }
  ],
  "employmentTypes": ["b2b"],
  "postedAt": "2026-10-08T06:35:46.319000+00:00",
  "expiresAt": "2026-11-07T23:59:59",
  "onlineInterview": true,
  "mustHaveSkills": ["PHP", "Symfony", "CMS", "HTML", "CSS", "JavaScript"],
  "niceToHaveSkills": ["Web security", "DevOps", "AWS", "Pimcore"],
  "languageRequirements": ["en B2 (required)", "pl (nice to have)"],
  "benefits": ["Sport subscription", "Private healthcare", "Small teams", "International projects"],
  "recruitmentSteps": [
    "Screening interview (30 min. Teams meeting)",
    "Product Owner interview (30 min. Teams meeting)",
    "Technical Interview  (1h Teams meeting)",
    "Final interview  (45 min. in person meeting at our office)"
  ],
  "methodology": ["Agile management: Scrum", "Issue tracking tool: Jira", "Version control system: GIT"],
  "contractStart": "ASAP",
  "companySize": "50 - 249",
  "companyWebsite": "https://branchspace.com/",
  "applyMethod": "email",
  "source": "nofluffjobs.com",
  "scrapedAt": "2026-10-08T08:27:57.067004+00:00",
  "detailFetched": true
}

Data fields

• Core (every run) — id, title, company, url, market, category, seniority, technology, skills, location, cities, countries, isFullyRemote, workMode, postedAt, renewedAt, isFeatured, onlineInterview, help4Ua, companyLogo, salaryMin, salaryMax, salaryCurrency, salaryPeriod, salaryContractType, salaryText.
• Full details (with includeDetails) — description, descriptionHtml, descriptionMarkdown, requirementsText (the requirements section in Markdown), mustHaveSkills, niceToHaveSkills, languageRequirements, dailyTasks, benefits, officePerks, salaryByContract, employmentTypes, remoteDaysPerWeek, remoteFlexible, hybridDescription, expiresAt, companySize, companyWebsite, companyVideo, recruitmentSteps, methodology, contractStart, applyMethod, employerReference (the employer's own job ID, handy for matching against an ATS).
• Run & monitoring — source, searchKeyword, scrapedAt, detailFetched, contentHash, and in incremental mode changeType (NEW / UPDATED / UNCHANGED / REAPPEARED / EXPIRED), firstSeenAt, lastSeenAt, previousSeenAt, expiredAt, isRepost, repostOfId, repostDetectedAt.

Output modes. By default every field the run collects is present, with null where the offer has no value. Compact mode returns the core fields only, and excludeEmptyFields drops empties entirely — together they keep payloads small for spreadsheets, LLM context windows and MCP tools. EXPIRED records carry only the job's ID, title, link and tracking dates.

The Output tab also ships a ready-made Overview table view: title, company, location, work mode, seniority, salary, skills, posted date and link.

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♻️ How to monitor No Fluff Jobs with incremental mode

Schedule the Actor and turn on incremental mode: each run compares against the last and tags every job with a changeType.

• NEW, UPDATED and REAPPEARED (closed, then back under the same link) are delivered.
• UNCHANGED jobs are recognised before their details are fetched, so they cost nothing — unless you ask for them.
• A job taken down and re-posted under a new link (same title, company and location) is delivered as NEW with isRepost: true and the original's ID in repostOfId — or left out, and not charged, with Skip re-posted jobs. Closed jobs are remembered for 90 days for this.
• EXPIRED jobs (closed since the last run) are reported once, on request.

Field	Type	What it does
incrementalMode	boolean	Compare every run with the last one and tag each job with a changeType.
stateKey	string	Stable name for the tracked search (auto-derived from your settings if blank).
emitUnchanged	boolean	Also deliver UNCHANGED jobs, for a complete dataset on every run.
emitExpired	boolean	Also deliver jobs that closed since the last run.
skipReposts	boolean	Leave out jobs re-posted under a new link.

	First run (baseline)	Next run (nothing changed)
Jobs found	all	all
Job details fetched	all	none
Records emitted & billed	all	none

Setting up scheduled monitoring

1. Configure your search terms, markets and filters.
2. Turn on Incremental mode.
3. Run it once — this seeds the baseline.
4. Open the Schedules tab and set a recurring run (e.g. hourly or daily).
5. Add an alert channel (below).

To catch closed jobs, let the run read the whole search (Max results 0, or above the number of matches) — a capped run never marks jobs as expired, so a limit can't produce false closures. A job that is still open but has aged out of your posted within window is not treated as closed either.

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🔔 How to set up No Fluff Jobs alerts

Get pinged the moment a matching job appears. Fill in only the channels you want — credentials are secret inputs, encrypted at rest, masked in the UI and never written to the run log.

Channel	What to configure
✈️ Telegram	telegramToken (from @BotFather) + telegramChatId (chat or channel ID)
💬 Slack	slackWebhookUrl (Incoming Webhook URL)
🎮 Discord	discordWebhookUrl (channel webhook URL)
🪝 Webhook	webhookUrl (+ optional webhookHeaders) receives every matched job as JSON, up to 1,000 per run — ideal for n8n / Make / Zapier

Chat messages list up to notificationLimit jobs (1–20, default 5) with title, company, salary, link and change type, under a header with the full count. In incremental mode, Alert only on changes (notifyOnlyChanges) keeps alerts to new, updated and reappeared jobs — so you can keep your dataset complete with Include unchanged jobs while the messages stay short. Every channel fires independently: a broken channel can't stop the scrape or the others.

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💡 What can you do with No Fluff Jobs data?

Benchmark IT salaries across Central Europe

Convert every offer to one currency and period, then compare what a senior DevOps engineer earns in Warsaw, Prague and Budapest. Where an offer pays differently on B2B and on a permanent contract, both ranges come through, so you can see the contract premium too.

Build a job alert for your exact profile

Combine seniority, skills, cities, remote and a salary floor, schedule it daily and get only new matches in Telegram or Slack. No more refreshing the site.

Recruitment and talent-market intelligence

See which companies are hiring for which stacks, at what seniority and with what hybrid policy, and segment the market by company size and remote days per week.

Tech-stack and skills demand research

Track must-have versus nice-to-have skills over time to see which frameworks are rising. Category and seniority counts per market make clean trend charts.

Market & competitive research for employers

Check how your offer stacks up against similar roles on pay, remote days, benefits and office perks — against peers of your own size, not giants.

Feed AI agents and LLM pipelines

Send job records straight into an LLM context, an MCP tool or a vector store for job matching or career assistants.

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💰 How much does it cost to scrape No Fluff Jobs?

This Actor uses Apify's pay-per-event model: a small fee when a run starts, plus a fee for each job saved to your dataset. See the Actor's Pricing tab for the current numbers — they're rendered live, so this page never goes stale.

It is a lightweight scraper with no browser, which is why its fees can sit at the low end of the market. Three things cut your bill further:

• Filters — jobs you filtered out are never saved and never billed.
• Details off — turn off Fetch full job details for the fastest, leanest runs when the listing fields are enough.
• Incremental mode — after the baseline you pay only for what changed, so your cost scales with how much No Fluff Jobs changes, not with how much you watch:

Daily churn	of 1,000 tracked	billable records	you save
5 %	1,000	50	95 %
15 %	1,000	150	85 %
30 %	1,000	300	70 %

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🔌 Integrations, export & API

Export to JSON, CSV, Excel or an HTML table, run on a schedule, and connect to Google Sheets, Slack, Make, Zapier and n8n. It also works as an MCP tool for AI agents.

To run it from your own code, use the REST API or the JavaScript / Python clients. Example with the Apify Python client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")

run_input = {
    "searchTerms": ["data engineer"],
    "markets": ["pl", "cz", "hu"],
    "salaryCurrency": "EUR",
    "salaryPeriod": "month",
    "maxResults": 50,
}

run = client.actor("corvuslab/nofluffjobs-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item["company"], item["salaryMin"], item["salaryMax"], item["salaryCurrency"])

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❓ FAQ

Do I need a No Fluff Jobs account or login? No — it collects only public job offers and runs out of the box, with no cookies or setup.

Why do I see Polish jobs in the Czechia & Slovakia market? That's how No Fluff Jobs works: Czechia and Slovakia are one shared market, and many employers advertise the same role — often remote — in several markets, so the Czech & Slovak pool includes plenty of Poland-based offers. Use cities or countries in the output to narrow it down. A job advertised in several markets you picked is returned once.

Does every job have a salary? Yes. No Fluff Jobs requires a salary on every offer, so salaryMin, currency and period are always filled; salaryMax is empty only on open-ended "from X" offers. Most offers list one contract type — when one lists several, salaryByContract gives each its own range.

How does the minimum salary filter work? It follows the site's own rule: a job matches when the top of its range reaches your floor, in the currency and period you chose under Salary currency / Salary period (Polish złoty per month when those are left as posted).

Why are recruitmentSteps, methodology or hybridDescription empty on most jobs? They come from optional sections most employers skip: recruitment steps and methodology appear on roughly one offer in ten, a written hybrid arrangement on fewer. When the employer wrote them, you get them. They also need Fetch full job details on.

Can I get recruiter emails or phone numbers, or a direct apply link? No. No Fluff Jobs doesn't publish recruiter contact details, and applications go through the site itself, so there is nothing public to extract. You get the job URL, applyMethod, the company website and company size instead.

How many jobs can I get? Every open job matching your search — set maxResults to 0 for no limit.

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⚖️ Is it legal to scrape No Fluff Jobs?

This Actor collects only publicly available job offers — the same information anyone can see on nofluffjobs.com without logging in. You're responsible for how you use it — in particular any personal information — and for complying with the site's terms and applicable law (including the GDPR where it applies). Not affiliated with, endorsed by or sponsored by No Fluff Jobs.

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