Job Finder AI tool

JobFinderAI

AI-Powered Job Matching: Extracts skills and experience from resumes using OpenAI, then queries job board APIs to find relevant positions in Bengaluru for senior backend developers.

🎯 Features

• Resume Parsing: OpenAI extracts skills, experience, location preferences from PDF/text resumes
• Job Board Integration: Fetches real-time listings from Workday, Greenhouse, Amazon Jobs, etc.
• Smart Matching: Filters senior Java/backend roles in Bengaluru, Karnataka
• CSV Export: Clean Excel-ready tables with clickable apply links
• Jupyter Ready: Interactive tables with hover effects and sorting

📋 Workflow

Resume (PDF/Text) → OpenAI Extraction → Job Board APIs → Clean CSV/Interactive Table

1. Parse Resume: Extract skills (Java, Spring Boot, AWS), years (6+), location (Bengaluru)
2. API Calls: Query job boards for matching senior backend roles
3. Data Processing: Handle JSON arrays → Pandas DataFrame → Clean CSV
4. Output: job_listings_bengaluru.csv with 9+ senior positions

🚀 Quick Start

install uv install all required packages from requirements.txt Set uv interpreter in Pycharm settings -> Project -> Python Interpreter, override the generated .venv Run all cells in Jupyter Notebook job_finder_ai.ipynb

📊 Sample Output

Title	Organization	Location	URL
Senior Software Developer in Test	Q2	Bengaluru, Karnataka, India	🔗 Apply
Software Development Engineer II (Backend)	AppsForBharat	Bengaluru, Karnataka, India	🔗 Apply
Software Development Engineer II, Amazon MGM Studios	Amazon	Bengaluru, Karnataka, India	🔗 Apply

Generated: Nov 29, 2025 - 9 Senior Backend/Java roles found

🛠️ Tech Stack

• AI: OpenAI GPT for resume parsing
• Data: Pandas, JSON processing
• APIs: Rapid API for job boards: https://rapidapi.com/fantastic-jobs-fantastic-jobs-default/api/active-jobs-db/playground/endpoint_cb22369f-a718-452c-b4f2-32591bf058f8
• Export: CSV (Excel-compatible)
• IDE: PyCharm Professional, Jupyter Notebooks

📁 File Structure

JobFinderAI/ ├── requirements.txt # openai, pandas, requests ├── resume_parser.py # OpenAI resume extraction ├── job_scraper.py # Job board API calls ├── data_processor.py # JSON → Clean CSV (your code) ├── job_listings_bengaluru.csv # ✅ OUTPUT ├── README.md # This file └── .env # OPENAI_API_KEY

🔮 Next Steps

• Add support for salary estimates
• Email notifications for new matches
• Visa jobs (user's international goal)
• AWS Lambda deployment for daily runs
• Kafka integration for job stream processing

📄 License

MIT License - Feel free to use for job hunting! 🎯