JustJoin.it Scraper — IT Jobs, Salaries & Tech Stacks 🇵🇱💻

Turn JustJoin.it — Poland's #1 IT & tech job board — into clean, structured data. Get transparent salary ranges in four currencies, the exact required tech stack with proficiency levels, seniority, work model, location, coordinates and company details for every offer. Perfect for recruiters, market-research, salary benchmarking, dev-tool lead generation and job-aggregators.

No account, cookies or manual setup needed. Pick a category (or paste a search URL), press Start, and export to JSON, CSV, Excel, or push straight into your app via API.

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✨ Why this scraper

• 💸 Real salary data, four currencies — most job scrapers return empty salary fields. This one gives you the from–to range in PLN, EUR, USD, GBP and CHF, plus contract type (B2B / permanent), period (month / hour) and gross/net flag.
• 🧩 Full tech stack, with levels — optional detail mode returns required and nice-to-have skills, each with a 1–5 proficiency level (e.g. React · 4/5, AWS · 3/5). Ideal for demand analysis and skill-gap research.
• 🎯 Precise filtering — filter by any of 25 IT categories, seniority (Junior / Mid / Senior), working time, city, or a free-text keyword.
• 📍 Location + geo — city, street, latitude & longitude for every posting (including multi-location offers).
• 🏢 Company insight — company name, logo, size, website and the direct apply URL.
• ⚡ Fast & reliable — pure data extraction, no browser overhead. Deduplicated automatically (0 duplicates).
• 🧾 Structured & clean — flat, predictable JSON with stable columns, ready for spreadsheets, BI tools and databases.

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📦 What you get per offer

Field	Description
title	Job title
companyName, companyLogo	Employer name & logo
category, categoryId	IT category (e.g. JavaScript, Python, DevOps)
experienceLevel	junior / mid / senior
workplaceType	remote / hybrid / office
workingTime	full_time / part_time / freelance
salaryText	Human-readable salary (e.g. 18 000 - 24 000 PLN / month (b2b net))
minSalaryPln, maxSalaryPln	Normalized salary range in PLN (great for sorting)
employmentTypes[]	Full salary breakdown: type, unit, gross, and from/to in PLN, EUR, USD, GBP, CHF
city, street, latitude, longitude	Location & coordinates
multilocation[]	All office locations for multi-city offers
languages[]	Required languages with levels (e.g. en · b2)
openToHireUkrainians, remoteInterview	Useful hiring flags
publishedAt, lastPublishedAt, expiredAt	Timestamps
applyMethod, isSuperOffer	Application method & promoted flag
url	Direct link to the offer
With includeDetails
requiredSkills[], niceToHaveSkills[]	Tech stack with proficiency level (1–5)
companySize, companyUrl	Company size & website
applyUrl	Direct application link (often the employer's ATS)
description	Full job description text

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🚀 Quick start

1. Open the actor and (optionally) pick one or more Tech categories.
2. Add any filters you like — city, seniority, working time, or a keyword.
3. Set Maximum offers.
4. (Optional) Enable Include full details to also get the tech stack and description.
5. Click Start. Export from the Storage tab or fetch via API.

Example input

{
  "categories": ["javascript", "python"],
  "city": "Warszawa",
  "experienceLevels": ["senior"],
  "workingTimes": ["full_time"],
  "sortBy": "salary",
  "includeDetails": true,
  "maxItems": 500
}

Scrape everything (all categories, newest first)

{
  "categories": [],
  "sortBy": "published",
  "maxItems": 1000
}

Paste a search URL instead

{
  "startUrls": [{ "url": "https://justjoin.it/job-offers/all-locations/python" }],
  "maxItems": 300
}

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🗂️ Categories you can filter by

JavaScript	Python	Java	.NET	PHP
HTML	Ruby	Scala	C / C++	Go
Mobile	Testing	DevOps	Admin	UX/UI
PM	Game	Analytics	Security	Data
Support	ERP	Architecture	AI/ML	Other

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📤 Example output

{
  "id": "3b16c83f-3aac-467b-a300-cdb3e89c20d0",
  "url": "https://justjoin.it/job-offer/example-senior-frontend-warszawa",
  "title": "Senior Frontend Developer",
  "companyName": "Acme Software",
  "category": "JavaScript",
  "experienceLevel": "senior",
  "workplaceType": "hybrid",
  "workingTime": "full_time",
  "salaryText": "18 000 - 24 000 PLN / month (b2b net)",
  "minSalaryPln": 18000,
  "maxSalaryPln": 24000,
  "employmentTypes": [
    {
      "type": "b2b", "unit": "month", "gross": false, "currency": "pln",
      "from": 18000, "to": 24000,
      "fromEur": 4180, "toEur": 5570,
      "fromUsd": 4520, "toUsd": 6030
    }
  ],
  "city": "Warszawa",
  "latitude": "52.2328",
  "longitude": "20.9985",
  "languages": [{ "code": "en", "level": "b2" }],
  "requiredSkills": [
    { "name": "React", "level": 4 },
    { "name": "TypeScript", "level": 4 },
    { "name": "GraphQL", "level": 3 }
  ],
  "publishedAt": "2026-08-12T11:19:42.271Z"
}

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💡 Popular use cases

• Recruitment & sourcing — build a live feed of open IT roles, filtered by stack and seniority.
• Salary benchmarking — compare compensation by role, city, seniority and contract type across four currencies.
• Tech-stack / demand analytics — measure which frameworks and tools employers ask for, and at what proficiency.
• Dev-tool & B2B lead generation — identify companies actively hiring for a given technology.
• Job boards & aggregators — keep your listings fresh with structured, deduplicated data.
• Relocation & remote-work research — filter remote-friendly and Ukraine-friendly roles.

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🔌 Run via API

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")
run = client.actor("YOUR_ACTOR_ID").call(run_input={
    "categories": ["python", "data"],
    "experienceLevels": ["senior"],
    "sortBy": "salary",
    "maxItems": 500,
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], "—", item.get("salaryText"))

JavaScript / Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_API_TOKEN>' });
const run = await client.actor('YOUR_ACTOR_ID').call({
    categories: ['javascript'],
    city: 'Kraków',
    maxItems: 300,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

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🧾 Output formats

Every run can be exported as JSON, CSV, Excel, HTML or an RSS feed, or accessed programmatically through the Apify API. Data is stored in the run's dataset and never expires until you delete it.

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❓ FAQ

Do I need an account or login for JustJoin.it? No. The actor works out of the box — just set your filters and run it.

Are salaries always included? Salary is returned whenever the employer publishes it. When present you get the full range in five currencies. The hasSalary flag tells you which offers disclose pay.

How do I get the tech stack for each job? Enable Include full details. You'll then get requiredSkills and niceToHaveSkills, each with a proficiency level, plus the full description.

Can I scrape only remote jobs? Yes — filter by category/city as needed and use the workplaceType field (remote / hybrid / office) to post-process, or add a keyword.

How many offers can I collect? As many as you want — set maxItems. The board holds thousands of active offers at any time.

Is it fast? Yes. Listing mode is very fast; enabling full details adds one request per offer, so it's slower but richer.

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⚖️ Legal & responsible use

This actor collects publicly available job-offer information for legitimate purposes such as recruitment, market research and analytics. It does not access private, gated or personal data, and it is not affiliated with, endorsed by, or connected to JustJoin.it or its operators — all product and company names are trademarks of their respective owners.

You are responsible for how you use the collected data. Use it in compliance with applicable laws (including the GDPR), the target website's Terms of Service, and any relevant data-protection regulations. Respect rate limits and use the data ethically.

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💬 Support & feedback

Found a bug, need an extra field or a new filter? Open an issue or drop a message — feature requests are welcome and the actor is actively maintained.