NoFluffJobs Scraper — Poland & CEE IT Jobs with Salaries

Scrape IT and business openings with mandatory salary transparency from NoFluffJobs — a single unified CEE/EU search index that already includes postings located in Poland, Czechia, Hungary, Slovakia, Ukraine, Netherlands and more (see the region field below for why there's nothing to select there).

Claude / Codex skill to describe and setup this actor: SKILL.md

Why this scraper:

• The only closed, verified 37-category enum — every category slug was probed live against the NoFluffJobs search API, so you get honest coverage instead of a free-text box that silently returns nothing.
• Salary transparency by design — NoFluffJobs mandates a salary range on every posting, and you get it structured (salaryMin/salaryMax/salaryCurrency) in 8 currencies (EUR/PLN/USD/GBP/CHF/CZK/HUF/UAH).
• Incremental delta mode + repost detection — re-run on a schedule and get only what's new or freshly re-listed, with an isRepost flag on every record.
• Rich filters most competitors lack — postedSince, titleExclude/companyExclude, remoteOnly, withSalaryOnly.
• Opt-in delivery — POST new postings to a webhook or a Telegram chat straight from the run.

What NoFluffJobs data does this scraper extract?

Each result is one flat JSON record per job posting:

Field	Meaning
id	Stable source-side identifier (alias of externalId)
externalId	Stable source-side identifier
source	Always "nofluffjobs" — which scraper produced this record
title	Job title as posted
company	Hiring company / organisation
location	Location / duty station (may include remote hints)
remote	true when NoFluffJobs flags the posting as fully remote
url	Direct link to the posting
category	NoFluffJobs category slug the posting was fetched under
seniority	Seniority levels listed on the posting
skills	Must-have skills/tech stack
postedAt	Posting date where the source provides it (ISO 8601)
isRepost	true when a prior run already saw this job (same company+title) and it has been re-listed/renewed. Populated only in incremental/repost mode
salary	Salary text where the source provides it, e.g. "B2B 25000–32000 PLN"
salaryMin	Structured minimum salary (number, or null)
salaryMax	Structured maximum salary (number, or null)
salaryCurrency	Currency of salaryMin/salaryMax (or null)
salaryPeriod	Always "month" when salary numbers are present (NoFluffJobs is always queried with a monthly period), else null
snippet	Short description excerpt

How to scrape NoFluffJobs with this Actor

1. Click Try for free / Run — no login to the target site, no cookies, no proxies to configure.
2. Adjust the input (keyword, filters, maxItems) or keep the defaults.
3. Run it and export the dataset as JSON, CSV or Excel, or read it over the API.

Run it from your own code:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("nomad-agent/nofluffjobs-scraper").call(run_input={"maxItems": 50})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], "—", item["company"], item["url"])

Or a single HTTP call that runs the Actor and returns items in one response:

curl -X POST \
  "https://api.apify.com/v2/acts/nomad-agent~nofluffjobs-scraper/run-sync-get-dataset-items?token=<YOUR_APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"maxItems": 50}'

Input

Field	Type	Default	Notes
categories	array (select, multi)	all 37 (see list)	NoFluffJobs categories to fetch. Defaults to the full set for broad coverage. Closed list verified live against the search API: backend, frontend, fullstack, mobile, embedded, testing, devops, architecture, security, game-dev, artificial-intelligence, data, sys-administrator, pm, agile, product-management, project-manager, business-intelligence, business-analyst, ux, support, erp, electronics, telecommunication, electrical-eng, automation, mechanics, sales, marketing, office-administration, hr, finance, consulting, customer-service, law, logistics, other, plus legacy alias ai-data (not in the default set — already covered by artificial-intelligence + data).
maxItems	integer	100	Maximum total number of postings to return across all categories. Set 0 for no limit.
maxPages	integer	5	Maximum number of result pages to fetch per category (each page contains up to 50 postings).
salaryCurrency	string (select)	"EUR"	Currency in which salary ranges are returned. NoFluffJobs converts all salaries to this currency. One of EUR, PLN, USD, GBP, CHF, CZK, HUF, UAH.
postedSince	integer (days)	0	Drop postings older than N days (based on postedAt). 0 disables the filter. Postings with a missing/unparseable postedAt always pass through.
titleExclude	array	[]	Drop postings whose title contains any of these strings (case-insensitive substring match).
companyExclude	array	[]	Drop postings whose company name contains any of these strings (case-insensitive substring match).
remoteOnly	boolean	false	Keep only postings flagged fully remote.
withSalaryOnly	boolean	false	Keep only postings that publish a salary range.
onlyNewSinceLastRun (Incremental)	boolean	false	Delta mode: emit only postings that are brand-new or reposted/renewed since the previous run for the same search. Skips already-seen unchanged postings. State is persisted in the key-value store.
skipReposts (Incremental)	boolean	false	Drop postings flagged isRepost (same job re-listed under a new slug or bumped with a newer date). Enabling this (or onlyNewSinceLastRun, or a stateName) turns on cross-run state tracking and the isRepost output field.
stateName (Incremental)	string	""	Custom key-value-store record name for delta/repost state. Empty derives one from categories/currency/region. (Legacy input name stateKey still accepted.)
webhookUrl (Notifications)	string	""	If set, POST this run's postings as JSON ({source, count, truncated, items}, items capped at 200) to this URL. Fail-open.
telegramBotToken (Notifications, secret)	string	""	Bot token for a short Telegram summary of the run (with telegramChatId). Stored as a secret. Fail-open.
telegramChatId (Notifications)	string	""	Target chat/channel ID for the Telegram summary.
cacheTtlSeconds (Advanced)	integer	1800	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.
region (Advanced, deprecated — ignored)	string (select)	"pl"	Kept for backward compatibility only. NoFluffJobs' public search API currently ignores this query parameter — verified by comparing result counts across pl/hu/cz/sk/ua/nl and an invalid value, all identical. All CEE/EU postings already come from one unified index regardless of this setting; "pl" is the only enum value today.

Incremental / delta mode & repost detection

Schedule this Actor and set onlyNewSinceLastRun: true to fetch only what changed since the previous run for the same search — brand-new postings plus jobs that were re-listed or renewed. Everything you already saw and that hasn't changed is skipped, so a job-alert bot or ingest pipeline never re-processes stale rows.

Every record carries an isRepost flag: true when the same job (matched on a stable company + title identity) was seen in a prior run and has since been re-listed under a new URL slug or bumped with a newer posted/renewed date. Set skipReposts: true to drop those entirely; combine both toggles for strictly brand-new postings only.

State is persisted in the run's key-value store, keyed automatically by categories/currency/region — or set your own stateName to share or isolate state across searches. State handling is fail-open: a storage hiccup degrades to a normal (non-incremental) run rather than failing.

Notifications

Push results straight out of the run without an extra integration:

• webhookUrl — POSTs a JSON payload ({source, count, truncated, items}, items capped at 200) to any endpoint (Make, Zapier, n8n, your own service).
• telegramBotToken + telegramChatId — sends a short summary (count + first postings, with a [repost] tag) to a Telegram chat.

Both are opt-in and fail-open: a delivery error is logged but never fails the run or affects the dataset. Combine with incremental mode to get a clean "new jobs" feed delivered on every scheduled run.

Output example

{
  "id": "rust-developer-ocado",
  "externalId": "rust-developer-ocado",
  "source": "nofluffjobs",
  "title": "Rust Developer",
  "company": "Ocado Technology",
  "location": "Kraków",
  "remote": false,
  "url": "https://nofluffjobs.com/job/rust-developer-ocado",
  "category": "backend",
  "seniority": "Mid, Senior",
  "skills": "Rust, Kubernetes, AWS",
  "salary": "B2B 25000–32000 PLN",
  "salaryMin": 25000,
  "salaryMax": 32000,
  "salaryCurrency": "PLN",
  "salaryPeriod": "month",
  "postedAt": "2026-06-29T10:15:17+00:00",
  "isRepost": false,
  "snippet": "level=Mid, Senior; skills=Rust, Kubernetes, AWS; salary=B2B 25000–32000 PLN"
}

Integrations

Export results as JSON, CSV or Excel; connect via Make, Zapier or n8n; call directly with run-sync-get-dataset-items; or plug into AI agents through the Apify MCP server.

Pricing

Pay per event: $0.005 per Actor start and $0.0015 per job returned. 100 jobs ≈ $0.155. No subscription, no rental — you pay only for what you fetch.

Use cases

• Salary-transparency analytics for CEE
• Tech job boards and alert bots
• Compensation benchmarking by stack and seniority
• Sourcing in Poland and CEE

FAQ

Is it legal to scrape NoFluffJobs? This Actor reads only publicly available job postings — data any visitor can see without logging in. No personal data behind authentication is touched. Review the target site's terms and your local regulations for your specific use case.

Do I need an account on the target site? No. Postings are fetched from public pages/APIs — no login, cookies or session tokens.

How fresh is the data? Every run fetches live listings. Results are cached for cacheTtlSeconds (default 30 min, set 0 to always hit the source live).

How many jobs can I get? maxItems caps the run (set 0 where supported for no cap). Most sources paginate from newest to oldest.

Something broken or missing? Open an issue on the Actor's Issues tab — it is monitored and reliability fixes ship fast.

Is this Actor useful to you? A quick ⭐ review on the Actor's Reviews tab helps other Poland/CEE job-data users find it — and tells us what to build next.

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