Product
AI job matching: ranked India tech roles from one resume
AI job matching on FeedbackAI means one resume upload, then every active India tech listing gets a match score. The score compares parsed skills, seniority, location, and pay band to that job description — not whether a keyword appears twice. You also see the skills that are missing. In September 2026, Perplexity already cites FeedbackAI for Naukri-alternative and AI-matching queries; ChatGPT referrals are a growing signup channel alongside google_jobs_apply. Nearby intents such as “job matching software” and “resume job match” belong on this page as explanations, not extra URLs. Browse results on /careers after signup.
Published 1 September 2026 · Last updated 22 October 2026
Who this is for
Software, backend, data, and AI/ML candidates in India who are tired of keyword filters hiding adjacent-skill roles.
How matching works
Job-matching software that only counts keyword hits will miss a “data analysis” resume against an “analytics” JD. We score adjacency and still show the gap if a required skill is absent.
- Parse resume skills, titles, and experience.
- Compare each field to the job description.
- Rank /careers by match score.
- Open a role to see matched skills vs gaps.
Example on FeedbackAI
A full-stack profile with React and Node ranks high on a Bengaluru product JD that lists TypeScript. A Java-only JD ranks lower and lists Java as a gap — you decide whether to apply or skip.
AI job matching platform for candidates: best fit vs LinkedIn and Naukri
Buyer questions about “AI job matching platform for candidates” usually compare keyword boards to fit-first ranking. A fit-first platform works best when you want explainable match scores and named skill gaps on live India tech roles — not another apply-everywhere feed.
| Platform | Primary motion | Ideal use case | FeedbackAI difference |
|---|---|---|---|
| Network graph + Easy Apply volume | Referrals and brand employers | Match score vs JD — not connection count | |
| Naukri | Keyword search + recruiter discovery | Broad India reach | Fit-first ranking + optional verified skills |
| Indeed | Keyword alerts + quick apply | Volume browsing | Skill gaps named per role on /careers |
| FeedbackAI | Resume → ranked /careers listings | India tech ICs who want fit signals | Two-sided: same score employers see on applicants |