Tech Jobs & Salary Benchmark Scraper (NoFluffJobs)

💼 Extract real-time European & Polish tech job listings, verified salary brackets (PLN, EUR, USD), required tech stacks, and remote positions from NoFluffJobs.

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🚀 Why Use This Actor?

Finding transparent salary data in tech is notoriously difficult. NoFluffJobs is Central & Eastern Europe's leading IT job portal, mandating salary ranges for 100% of postings.

This Actor provides direct, high-speed access to 18,000+ active tech vacancies across Poland and Europe without bloated browser overhead:

• ⚡ Ultra-Fast & Reliable: Extracts hundreds of verified job postings in seconds via native API.
• 💰 Transparent Salary Intelligence: Captures exact minimum & maximum compensation, currencies (PLN, EUR, USD, CHF), contract type (B2B vs Permanent), and pay periods (Month, Hour).
• 🛠️ Tech Stacks & Requirements: Extracts required technologies, frameworks, and skill tags for each role.
• 🌍 Remote & Location Filters: Filter by Remote, hybrid, or specific European cities (Warszawa, Kraków, Wrocław, Poznań, Gdańsk, Berlin, etc.).
• 🎯 Advanced Screening: Filter by minimum salary threshold, seniority level (Junior, Mid, Senior, Expert), category, and technology keywords.

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🎯 Use Cases

• Recruitment & HR Tech: Sync real-time job openings into custom ATS platforms and talent portals.
• Salary Benchmarking: Build interactive market salary calculators and quarterly compensation reports.
• Job Aggregators & Alerts: Power Telegram / Discord tech job bots or niche job board newsletters.
• Competitor Hiring Intelligence: Monitor tech stacks and hiring volume across top tech companies.

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📥 Input Parameters

Parameter	Type	Default	Description
keyword	String	"Python"	Filter by tech keyword, skill, or title (e.g. Python, React, DevOps, AI, FastAPI).
category	String	"all"	Category: backend, frontend, fullstack, devops, mobile, data, ai, qa, security.
seniority	Array	["Junior", "Mid", "Senior"]	Seniority levels: Trainee, Junior, Mid, Senior, Expert.
location	String	"all"	City or remote: all, remote, warszawa, krakow, wroclaw, gdansk, poznan, katowice.
minSalary	Integer	0	Minimum monthly salary threshold (e.g. 15000).
currency	String	"all"	Currency: all, PLN, EUR, USD, GBP, CHF.
employmentType	String	"all"	Contract type: all, b2b, permanent.
maxResults	Integer	100	Maximum number of matched postings to export (up to 2000).

Example Input JSON:

{
  "keyword": "FastAPI",
  "category": "backend",
  "seniority": ["Mid", "Senior"],
  "location": "remote",
  "minSalary": 18000,
  "currency": "PLN",
  "employmentType": "b2b",
  "maxResults": 50
}

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📤 Output Dataset Format

Each record contains rich, standardized data:

{
  "title": "Senior Python / AI Engineer",
  "company": "TechScale Solutions",
  "category": "backend",
  "technology": "Python",
  "requirements": [
    "Python",
    "FastAPI",
    "PostgreSQL",
    "Docker"
  ],
  "seniority": "Senior",
  "salaryMin": 22000,
  "salaryMax": 28000,
  "salaryCurrency": "PLN",
  "salaryType": "B2B",
  "salaryPeriod": "Month",
  "isFullyRemote": true,
  "cities": ["Warszawa", "Remote"],
  "url": "https://nofluffjobs.com/job/senior-python-engineer-warszawa",
  "postedAt": "2026-08-20",
  "scrapedAt": "2026-09-17T15:23:30.454Z"
}

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🐍 Python Integration

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

# Run the Actor
run = client.actor("vujofix/tech-jobs-salary-scraper").call(run_input={
    "keyword": "DevOps",
    "location": "remote",
    "minSalary": 20000,
    "currency": "PLN",
    "maxResults": 100
})

# Fetch clean salary benchmark dataset
for job in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{job['title']} @ {job['company']}: {job['salaryMin']} - {job['salaryMax']} {job['salaryCurrency']} ({job['salaryType']})")

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💰 Pricing

• Pay-Per-Event: $3.00 / 1,000 job postings
• Incredibly cost-effective: Fetch 200 targeted job listings with verified salaries for just $0.60.

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🛡️ License

Apache-2.0