JobMatch AI by Kritarth

JobMatch AI is a privacy-first browser extension that compares a job posting against your resume entirely inside your browser.

It extracts job requirements and responsibilities, identifies required and preferred skills, and compares them against evidence found in your resume. It provides an explainable match score, skill gaps, supporting evidence, resume improvement suggestions, and interview questions based on the skills requested by the job.

All processing happens locally in the browser. Resume and job data are not sent to a backend, external API, analytics service, or other remote service.

Features:
- Extract job descriptions from supported job sites including LinkedIn, Greenhouse, Lever, and Indeed.
- Manually paste job descriptions when automatic extraction isn't suitable.
- Store your resume locally using browser storage.
- Normalize skill aliases such as K8s → Kubernetes and RAG → Retrieval-Augmented Generation.
- Classify requirements as required or preferred.
- Match job requirements against resume evidence using TF-IDF and cosine similarity.
- Provide explainable scoring and evidence retrieval.
- Identify missing required and preferred skills.
- Suggest resume improvements based only on evidence already present in the resume.
- Provide interview questions from a local question bank.
- No account, backend server, paid API, analytics, or telemetry is required.

JobMatch AI is designed to keep sensitive job-search information on your device.