AI Resume–JD Matching
Context-aware matching that looks beyond keywords to skills, experience, and role fit.

ManifestHire analyzes resumes and job descriptions using AI and instantly ranks the best-fit candidates – so your hiring team can focus on people, not paperwork.
Upload 10 or 100+ resumes in PDF/Doc format. ManifestHire parses each resume with AI, extracting skills, experience, and education.
Paste or upload your job description. Our engine understands role requirements, keywords, seniority, and must-have skills.
ManifestHire compares every resume with the JD and scores candidates with a clear match percentage, so you can shortlist in one click.
Context-aware matching that looks beyond keywords to skills, experience, and role fit.
Every candidate gets a match score so your top profiles rise to the top instantly.
Filter candidates by experience, skills, location, notice period, and more.
Upload multiple resumes at once so you never waste time on manual sorting.
Download the shortlisted candidates in CSV/PDF or share with your team.
Adapt ManifestHire to your hiring pipeline with flexible settings and rules.
ManifestHire gives you a clear view of which candidates fit the role – before the first call.
| Candidate | Match Score | Experience | Key Skills | Action |
|---|---|---|---|---|
| Aisha K | 92% | 5 yrs | React, Node.js, AWS | |
| Rahul S | 88% | 4 yrs | Java, Spring Boot, Microservices | |
| Priya M | 81% | 3 yrs | Python, Django, ML |
ManifestHire is an AI-powered resume shortlisting tool that matches resumes with your job descriptions and ranks candidates by fit.
Yes! You can upload 10 or even 100+ resumes at once. The system automatically scans and analyzes each resume.
No setup needed. ManifestHire works instantly from your browser — just upload resumes and paste the job description.
ManifestHire is built for recruiters, HR teams, hiring managers, and founders who want to shortlist candidates faster.