AI-powered job search with ATS optimization that actually understands your resume
Stop manually searching through hundreds of job postings and wondering why you're not getting interviews. GPT Job Hunter uses advanced AI to optimize your resume for ATS systems, find jobs that match your skills, and automatically score each opportunity - so you can focus on jobs where you'll succeed.
See GPT Job Hunter in action! This demo shows the complete workflow from resume upload to job matching:
Upload your resume and GPT Job Hunter automatically analyzes it the moment you finish onboarding. Get instant ATS compatibility scores, missing keywords, and optimization tips without lifting a finger. Your analysis is ready before you even search for jobs.
Here's the game-changer: GPT Job Hunter finds your top job matches, then automatically rewrites your entire resume to match exactly what those employers want. Your skills and experience stay the same, but the wording, keywords, and focus are perfectly optimized for the positions you're targeting. No more generic resumes—every application gets a custom-tailored version.
Your resume, rewritten and optimized for the jobs you're going after
Our AI instantly generates personalized job search suggestions tailored to your background. No more guessing which job titles to search for - GPT Job Hunter knows what you're qualified for.
Every job gets an AI-powered similarity score (0-100%) showing how well it matches your resume. Focus on the opportunities where you'll actually succeed, not just any job posting.
Get your resume past Applicant Tracking Systems with AI-powered optimization. Our analyzer provides:
- ATS Compatibility Score (0-100) showing how well your resume performs with automated systems
- Missing Keywords that appear in target jobs but not in your resume
- Keyword Improvements suggesting better alternatives for existing terms
- Actionable ATS Tips for formatting, structure, and content optimization
Analyze against your actual job searches or use AI's general knowledge - either way, you'll know exactly what to fix.
Manage your entire job search pipeline with a beautiful Kanban-style board. Track applications from "Apply" → "HR Screen" → "1st Round" → "2nd Round" → "Offer" - all in one place.
Get an instant ATS compatibility score and see how your resume stacks up against automated screening systems
Receive personalized recommendations including missing keywords, keyword improvements, and actionable ATS tips
SmartSearch AI suggests relevant job titles, then ranks every opportunity by match score
Kanban board to track your applications through every interview stage
- ⚡ Automatic Resume Analysis - NEW Your resume is analyzed instantly after upload with zero extra clicks
- 🎯 Streamlined Onboarding - NEW Upload resume → Automatic analysis → Results ready in seconds
- 🤖 AI-Powered Resume Rewriting - NEW Automatically rewrites your entire resume tailored to the top jobs you match
- 🤖 AI Job Suggestions - Get personalized job title recommendations based on your resume
- 📈 Smart Ranking - Every job scored 0-100% based on resume match quality
- 🎨 ATS Resume Optimizer - Get AI-powered analysis with compatibility scores, missing keywords, and optimization tips
- 🔑 Keyword Analysis - Discover what keywords ATS systems are looking for in your target jobs
- 🔍 Advanced Filters - Filter by location, salary, remote work, job type, and more
- 📋 Application Tracking - Kanban board to manage your entire job search pipeline
- 📄 Multi-Resume Support - Store multiple resumes for different roles
- ⚡ Batch Actions - Open multiple job applications at once
- 💡 Real-time Insights - Analyze against your actual job searches for targeted recommendations
- 🏗️ Decoupled Architecture - FastAPI backend + Streamlit frontend for scalability
- 🧬 OpenAI Embeddings - State-of-the-art text similarity using GPT models
- 📡 RESTful API - Full API access with OpenAPI/Swagger docs
- 💾 Efficient Storage - SQLite database with optimized batch operations
- 🐳 Docker Ready - One-command deployment with Docker Compose
- 🧪 Tested - Comprehensive test suite included
- 📊 Data Analysts searching for roles matching their tech stack and optimizing resumes for ATS
- 💼 Recent Graduates exploring what jobs fit their degree and learning what keywords employers want
- 🔄 Career Switchers finding relevant opportunities and ensuring resumes pass ATS screening
- 🚀 Professionals managing multiple job applications efficiently with optimized resumes
- 🎓 Students tracking internship opportunities and building ATS-friendly resumes early
- 📝 Anyone tired of submitting applications into the void and never hearing back
# 1. Clone the repository
git clone https://github.com/yourusername/GPT-Jobhunter.git
cd GPT-Jobhunter
# 2. Set up your API keys
cp .env.example .env
# Edit .env and add:
# OPENAI_API_KEY=your_key
# RAPID_API_KEY=your_key
# 3. Start the application
make dev
# 4. Open your browser
# Frontend: http://localhost:8501
# API Docs: http://localhost:8000/docsFull installation guide: See INSTALLATION.md
Simply drag-and-drop your resume (PDF or TXT) during the quick onboarding. GPT Job Hunter extracts your skills, experience, and qualifications.
The moment you complete onboarding, GPT Job Hunter automatically analyzes your resume and redirects you to your results. No extra clicks needed - your ATS compatibility score (0-100), missing keywords, and optimization tips are ready immediately.
Click "SmartSearch AI ✨" and instantly receive job title recommendations that match your background.
Every job is scored 0-100% based on how well it matches your resume. Focus on high-scoring opportunities first.
Save promising jobs to your Kanban board and move them through your application pipeline as you progress.
Apply to the right jobs with an optimized resume, stay organized, and spend less time searching.
GPT Job Hunter needs two API keys to function:
-
OpenAI API Key - For AI-powered features (Get it here)
- Cost: ~$0.02 per 1,000 jobs analyzed
- Used for: Resume similarity scoring, SmartSearch suggestions, and ATS optimization analysis
-
RapidAPI Key - For job search (Get it here)
- Free tier: 1,000 searches/month
- Used for: Fetching job listings from multiple sources
- FastAPI - High-performance Python API framework
- Streamlit - Beautiful frontend framework
- OpenAI - GPT-powered embeddings for resume matching
- SQLite - Lightweight, serverless database
- Pandas - Data manipulation and analysis
- Poetry - Modern Python dependency management
- Installation Guide - Detailed setup instructions
- API Documentation - Interactive API reference (when running)
- Architecture Guide - Technical architecture and development guide
We welcome contributions! Here's how to get started:
- Fork the repository
- Create a feature branch (
git checkout -b feature/AmazingFeature) - Make your changes
- Add tests for new functionality
- Ensure all tests pass (
pytest tests/) - Commit your changes (
git commit -m 'Add some AmazingFeature') - Push to the branch (
git push origin feature/AmazingFeature) - Open a Pull Request
- Automatic Resume Analysis - Zero-click workflow that analyzes resumes instantly after onboarding
- Streamlined Onboarding - Auto-redirect to optimization results with pre-populated insights
- ATS Resume Optimizer - AI-powered resume analysis with compatibility scores and keyword suggestions
- Browser Extension - Apply directly from LinkedIn/Indeed
- Email Alerts - Get notified of new high-match jobs
- Cover Letter Generator - AI-powered cover letters for each application
- Interview Prep - AI-generated interview questions for each job
- Salary Insights - Market data for each position
- Multi-User Support - Team job hunting for bootcamps/universities
- Mobile App - Track applications on the go
- Active Job Seekers - Apply to 3x more relevant jobs in the same time
- Passive Candidates - Keep an eye on opportunities that match your skills
- Career Explorers - Discover what roles you're qualified for
- Bootcamp Students - Help graduates find their first tech role
- University Career Centers - Support students in their job search
- Recruiting Agencies - Match candidates to opportunities faster
- Currently searches US-based job listings only
- Requires paid OpenAI API access for resume matching
- Best results with tech/professional roles
- Job data freshness depends on RapidAPI provider
This project is licensed under the MIT License - see the LICENSE file for details.
- OpenAI for their incredible embedding models
- The Streamlit team for making beautiful UIs easy
- FastAPI for the blazing-fast backend framework
- All the open-source contributors who made this possible
- Issues: GitHub Issues
- Discussions: GitHub Discussions
- Email: [email protected] (if applicable)
⭐ Star this repo if GPT Job Hunter helped you land your dream job! ⭐
Made with ❤️ by job seekers, for job seekers