AI-Powered Employer Screening & Evaluation Platform

Keyword matchers reward optimised resumes. We reward real talent.

When 2,000+ candidates apply and half use ChatGPT to optimise keywords, traditional ATS keyword matchers let optimised resumes beat real ability. JM Screener changes the game — evaluating real talent, not optimised resumes.

Early Access Pipeline

Available exclusively via our early access pipeline. Machine-learning parsing models are undergoing active data-stress testing with enterprise partners ahead of a public rollout.

https://screener.jobmanch.ai/
JM Screener employer dashboard showing the Software Engineer III role, ranked candidate list and a candidate suitability panel with skill benchmarking
Revolutionary Features

A full screening stack, not just a keyword filter

From rapid-fire assessments to AI voice interviews and fraud-proof proctoring — everything you need to hire real talent at scale.

Rapid-Fire Screening & AI Written Assessments

Configurable exams that evaluate massive applicant pools in hours, not weeks — adaptive difficulty, role-specific question banks and instant auto-grading.

  • Configurable for any role or difficulty
  • Handles 10,000+ candidates in parallel
  • Auto-graded with detailed rationale

AI-Based Voice Interviews

Human-like AI interviewers assess what a written test never can — communication, tone, domain competency and behavioural alignment, in the candidate's own words.

  • Evaluates tone & communication clarity
  • Probes real domain competency
  • Scores behavioural alignment to role
Crucial

AI Fraud & Proctoring Suite

The arms race is real. Our proctoring engine detects and flags new-age AI tools used to fake online exams and interviews — marking suspicious attempts instantly for disqualification.

  • Detects ChatGPT & AI-assist tooling
  • Tab-switch, voice & face anomaly tracking
  • Instant flag + auto-disqualification

Candidate Percentile Ranking Engine

Every candidate gets a transparent Candidate Suitability Score built from technical performance and your custom employer parameters — so employers shortlist faster and candidates see exactly where they stand.

  • Suitability Score from real performance
  • Custom employer weighting parameters
  • Transparent for employer & candidate alike

Campus Hiring Automation Module

Purpose-built for engineering colleges and enterprise mega-drives — evaluate entire student batches and run automated screening pipelines end to end.

  • Bulk student-batch evaluation
  • Automated screening pipelines
  • Dashboards for placement cells & TPOs
Candidate Percentile Ranking Engine

One transparent Suitability Score

Built from real technical performance and your custom employer parameters — so recruiters shortlist faster and candidates see exactly where they stand.

Software Engineer III

Role ID 4235163 · Mumbai

5

Vacancies

143

Applicants

Ranked candidates

JS

John Smith

15 yrs experience · Mumbai

Scored higher than 98% of all applicants

94Suitability

98th

Percentile rank

90%

Role match score

Must-have skills

HTML96%
CSS99%
Node JS88%
React JS72%
SQL80%

Good-to-have skills

Express JS96%
Agile Methodologies84%

Every score is fully explainable — employers tune the weighting parameters, and candidates receive the same transparent breakdown of how they ranked.

Built on Enterprise Compliance & Best Practices

Engineered for trust. Aligned to standards.

JM Screener's architecture is modelled on the compliance frameworks enterprises already trust — so security and fairness are designed in, not bolted on.

SOC 2 Alignment

Architected around the SOC 2 Trust Service Criteria for security, availability and confidentiality of candidate data.

GDPR & DPDP Principles

Data handling designed around GDPR and India's DPDP Act — data minimization, purpose limitation and explicit consent.

ISO/IEC 27001 Compatibility

Information-security controls modelled on ISO/IEC 27001 best practices for managing and protecting information assets.

WCAG 2.1 Accessibility

Assessment interfaces built toward WCAG 2.1 AA accessibility guidelines so evaluation stays inclusive by design.

These reflect the compliance frameworks and best practices the platform architecture is built around. They are capability standards — not third-party certifications, audits or customer endorsements.

Designed for regulated, high-volume hiring across sectors

  • IT Services
  • Banking & Finance
  • Pharma & Healthcare
  • Manufacturing
  • Engineering Colleges
  • Government & PSUs
Where Skills Meet Opportunity

Ready to hire on skill, not just résumés?

Join the employers, recruiters and colleges building India's most trusted AI-driven recruitment ecosystem.