ResumeMatch AI is a friendly tool that helps candidates and recruiters understand how well a resume aligns with a job description. It highlights matching skills, missing skills, and provides improvement suggestions to help applicants tailor their resumes effectively.
This tool makes resume evaluation simple, transparent, and fast — perfect for recruiters, hiring managers, and job seekers.
ResumeMatch AI compares a resume and a job description to generate a clear 0–100% match score, making it easy to see how well a candidate fits the role at a glance.
The app automatically identifies skills from both documents and organizes them into:
- ✅ Matched Skills – skills present in both resume and job description
- ❌ Missing Skills – skills required in the job description but not found in the resume
- ⚙️ Extra Skills – additional strengths the candidate has beyond the job requirements
This structured comparison helps recruiters understand candidate relevance instantly.
ResumeMatch AI provides a refined, job-focused resume summary based on the strongest aligned skills.
This helps job seekers improve their resume before applying and ensures recruiters receive higher-quality applications.
The interface is clean, intuitive, and built for quick use:
- Two text boxes — one for the resume, one for the job description
- Instant scoring and analysis
- No login required
- No data stored
Ideal for both casual users and hiring teams.
The app uses open-source natural language processing tools to:
- Understand the meaning of sentences
- Extract relevant skills and keywords
- Compare resume content with job requirements
- Generate tailored improvement suggestions
Everything runs locally or on your deployment — no paid APIs required.
- Paste a resume in the first text box
- Paste the job description in the second text box
- Click Run Matching
- Review your:
- Match Score
- Skill Analysis
- Suggested Resume Summary
The entire process takes just a few seconds.
- Recruiters & HR Teams – quick snapshot of candidate fit
- Job Seekers – improve resume alignment before applying
- Career Coaches – deliver clearer guidance
- Hiring Managers – accelerate resume screening
If you'd like to run this app locally:
git clone https://github.com/ArjunPramod/ResumeMatch-AI.git
cd ResumeMatch-AI
python -m venv venv
# Windows:
venv\Scripts\activate
# macOS / Linux:
source venv/bin/activate
pip install -r requirements.txt
python -m spacy download en_core_web_sm
streamlit run app.py