Analyze IT job offers from justjoin.it — salary stats, top companies, benefits
Project description
IT Job Offers Analyzer
Analyze IT job offers from justjoin.it — a Polish job board for the tech industry.
Features:
- Filter offers by city, category, experience, workplace, employment type
- Statistical salary analysis with percentile distribution
- IQR-based outlier detection
- Top-paying companies ranking
- B2B benefits analysis (paid vacation, sick leave)
- Interactive REPL with tab-completion and session caching
Requirements
- Python 3.10+
- rich — terminal formatting
- prompt_toolkit — interactive REPL
All dependencies are installed automatically via pip.
Installation
pip install itjobs
Usage
Interactive CLI (recommended)
itjobs
Commands auto-fetch data when needed:
/analyze Kraków python senior b2b
/top b2b >P75
/benefits Kraków python senior
/show
/help
Development
git clone https://github.com/m-grzesiak/IT-job-offers-analyzer.git
cd IT-job-offers-analyzer
python -m venv .venv && source .venv/bin/activate
pip install -e .
Disclaimer
This project is intended for educational and personal use only. It is not affiliated with or endorsed by justjoin.it. No scraped data is stored or redistributed — all analysis happens locally in your terminal session. Use responsibly and in accordance with the target website's terms of service.
License
Apache License 2.0
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