The AssessAll Blog
Assessment science, decoded weekly.
Measurement, hiring, proctoring, and the future of skills — written for people who make talent decisions.
Recognition of Prior Learning, Explained: An RPL Certificate Is an Assessment Result, Not a Service Record
India has certified 54.28 lakh workers through Recognition of Prior Learning. Prior experience predicts job performance at r = .06, which is why RPL rules drop tenure from the calculation - and why the assessment record behind the certificate is the only thing an employer can read.
Read articleYour Assessment Scores Are Personal Data: What India's DPDP Rules Require Before May 2027
India's DPDP Act recognises only consent and a closed list of legitimate uses - no legitimate-interest ground. What the Rules notified on 13 November 2025 require of candidate assessment data, and why the erasure duty collides with your validity archive.
Screening for the Bench vs Screening for the Seat: What India's GCC Shift Changes About Hiring
India's GCCs now employ 2.36 million while the top five IT services firms cut net headcount in FY26 - the two models predict different outcomes, so they need different assessment designs.
Career Breaks Cost Indian Women 49% of Their Callbacks. A Certificate Does Not Fix It.
An Indian correspondence experiment found women returning from career breaks got 49% fewer callbacks, and upskilling certificates did not help. Five selection-design decisions that move the evidence to where the penalty happens.
Accent Is Not Proficiency: Five Myths About Testing Workplace English in India
Two meta-analyses put accent bias in hiring at d = 0.46-0.47 - and in both, comprehensibility did not explain it. What workplace English assessment should actually measure, and why the 1-to-5 communication box is not a measurement.
India Is Upgrading 1,000 ITIs. The Practical Exam at the End Is the Weak Link.
One long hands-on practical is an unreliable skill test: generalizability research shows task sampling, not assessor disagreement, drives the error. What that means for employers hiring from India's ITI and apprenticeship pipeline.
The 12-Month Work Sample: How to Turn an Apprenticeship into a Hiring Decision You Can Defend
India has 11.84 lakh NAPS and 5.23 lakh NATS apprentices, and most employers convert them on a single manager rating - the least reliable evidence available (.45 interrater). A seven-step design for a conversion decision you can defend.
Four Myths About Early-Career Hiring in India, Tested Against 1.53 Lakh Internship Offers
India's PM Internship Scheme published its full hiring funnel: 1.53 lakh offers, ~50,700 acceptances, ~16,000 joiners. The data contradicts four common assumptions about early-career selection — and shows where assessment budgets are actually wasted.
India's Employability Rate Hit 56.35%. Two-Thirds of Unemployed Youth Are Still Graduates.
India's national employability index rose to 56.35% in 2026 while graduate unemployment climbed. Both numbers are right — here's what an employability benchmark measures, why it can't screen a candidate, and an 8-step role-anchored alternative.
2.7 Lakh Seasonal Jobs, a 15% Talent Gap: Screening India's Festive Hiring Ramp Without Guessing
India's 2026 festive season will create up to 2.7 lakh temporary jobs amid a 10-15% talent shortfall, and ~25% of seasonal hires convert to permanent roles. How mobile, scenario-based, integrity-banded assessment fixes volume screening at festive speed.
India's BFSI Hiring Boom Has a Leak: Frontline Attrition Is a Selection Problem
Private-bank attrition still runs 25-35% and loan-sales churn can top 100%, even as BFSI adds 50,000+ bank jobs in FY26. Why first-year frontline churn is a selection failure, and how scenario-based, assessment-led hiring fixes it.
India Will Add 510,000 GCC Jobs in 2026. Communication Is Still the Skill Most Candidates Fail.
India's GCC and BFSI hiring boom is pulling in young, tier-2, first-generation talent — exactly where communication skills gaps concentrate. Why the fix is structured, AI-graded communication assessment at the top of the funnel, not the final interview.
Campus Placements 2026–27: Proof of Work Is the New CGPA
With 73% of Indian employers planning fresher hires in H1 2026 and demand surging beyond IT, the CGPA cutoff is giving way to skills-first screening. What the new campus assessment stack looks like for TPOs and recruiters.
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