Field notes on AI screening and high-volume hiring
How AI screening actually works in production: resume scoring, voice interviews, and high-volume hiring, written from live pilots.
Real Estate Led India's Hiring Growth. Screening Didn't.
Real estate and insurance led sectoral hiring growth in Naukri's July 2026 JobSpeak report, as home sales and project launches climb.
German Works Councils Can Block Your AI Screening Tool
German works councils have a binding co-determination right over any AI system capable of monitoring employee behavior, including hiring tools.
Media Is India's Fastest-Growing Hiring Sector
Media and entertainment hiring in India jumped 24% YoY in June 2026, the fastest of any sector Naukri tracks, with no volume-screening muscle.
Massachusetts: Existing Liability Already Covers AI
Massachusetts has no AI-specific hiring law. Its AG says existing consumer protection and anti-discrimination statutes already cover AI hiring tools…
Retail Hiring Grew 14%. Store-Level Screening Didn't.
Retail hiring in India grew 14% YoY in February 2026. Store managers absorb that growth with the same 15 minutes per candidate they always had.
Australia Has No AI Hiring Law. 62% Screen With AI.
From December 2026 Australia's Privacy Act requires disclosure of automated hiring decisions, in a market where 62% already screen with AI.
Quick Commerce Is Out-Hiring Every Blue-Collar Sector
Quick commerce needs ~500,000 workers by 2027 and is already hiring 40,000+ a quarter.
Blue-Collar Hiring Is Getting Harder, Not Bigger
McKinsey projects 70% of India's 90 million new jobs by 2030 will be blue-collar. Wages and hiring intent are already climbing.
Singapore's Fairness Act Puts AI Hiring on the Clock
Singapore's Workplace Fairness Act shifts the burden of proof on hiring discrimination onto employers, including when AI does the screening.
India's Healthcare Hiring Boom Is a Screening Problem
India's healthcare and pharma sector is heading for a 30-35% hiring uptick by 2030, and 55-60% of that demand is entry-level.
South Korea's AI Law Reaches Hiring Tools Built Abroad
South Korea's AI Basic Act covers resume screening and candidate ranking regardless of where the system was built. What that means for India.
BFSI Hiring Is Peaking. Can Screening Keep Up?
BFSI recruitment intensity in India is projected to rise from 8.7% to 10% by 2030, with nearly half of new jobs landing outside metros.