About

A simple tool for students to improve their job applications.

What is this?

Job Match Analyzer is a lightweight tool that helps students understand how well their resume matches a specific job posting. Paste any job description and get instant feedback on your match percentage, missing keywords, and actionable suggestions to improve your application.

How to use

  1. Add your resume PDF to the project at /public/resume.pdf
  2. Select your preferred AI model from the dropdown in the navigation bar
  3. Copy and paste a job description from any job posting
  4. Click "Analyze Match" to get your results
  5. Review suggestions and improve your resume accordingly

Available AI Models

  • GPT-5 Mini - Fast and efficient for quick analysis
  • GPT-5 - More detailed analysis with better reasoning
  • Claude Sonnet - Great for nuanced feedback
  • Claude Opus - Most thorough analysis
  • Gemini 3 Flash - Quick responses with good accuracy

Your model selection is saved automatically and will be remembered on your next visit.

Tips for better results

  • Copy the entire job description, not just requirements
  • Don't worry about messy formatting - the AI can handle it
  • Include salary, benefits, and company info if available
  • Try different AI models for varied perspectives