PF Deduction Wrong in Salary Slip? EPF Calculation Basics, Common Employer Errors, and Correction Steps

PF Deduction Wrong in Salary Slip? EPF Calculation Basics, Common Employer Errors, and Correction Steps

If your PF deduction in the salary slip looks wrong in 2026, your first instinct is usually to blame HR or assume fraud. That reaction is understandable — but in most cases, it’s incomplete. PF mismatches today are not just “clerical mistakes.”They’re a side-effect of how modern payroll systems interpret EPF rules, wage restructuring tricks, … Read more

AI Resume Screeners Are Rejecting the Best Candidates First

AI Resume Screeners Are Rejecting the Best Candidates First

The AI resume screening failure unfolding in 2026 is quietly reshaping hiring—and not for the better. Candidates with strong experience, relevant skills, and proven results are being filtered out before a human ever sees their profile. Meanwhile, less-qualified resumes optimized for keywords sail through. This isn’t speculation. Recruiters, hiring managers, and job seekers are all … Read more