Campus placements = only 10% of hiring. Job portals (37%) and referrals (32.5%) dominate. ISR 2025
Out of every skill measured globally, not one can be fully replaced by AI. The top 3 skills AI cannot replicate:
All three are built through real experience, not textbooks. Yet 40% of Indian graduates can't even get hired today — the problem isn't robots, it's irrelevance. WEF FoJ 2025 Fig 3.3 · Mercer-Mettl 2025
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How you're allocating your productive hours
Model: IIM Rohtak 2024 · AICTE 2024 · NSS Time Use Survey 2019
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Every number in this tool traces to a published, verifiable source. Tap any row for details.
| Finding | Source | Sample |
|---|---|---|
| 69% want analytical thinking | WEF Future of Jobs 2025 | 1,000+ employers, 55 economies |
| 14% freshers / 47% experienced | ISR 2025 (Wheebox/CII/AICTE) | 1,000+ corporations, 15 industries |
| 58% of earnings from experience | McKinsey MGI 2022 | ~1 million Indian work histories |
| 100% rate Ethics #1 | ISR 2025 | Universal consensus across all companies |
| 6h45m average screen time | IIM Rohtak 2024 | 38,896 youth aged 18–25 |
| 42.6% graduates employable | Mercer-Mettl GSI 2025 | Hiring pipeline assessment data |
| Zero skills at very-high AI sub. | WEF × Indeed 2025 | Global labour market skill analysis |
| ~1,800 BBA contact hours | AICTE Model Curriculum 2024 | 120 credits × 15 hrs/credit |
| 80% use phones for entertainment | ASER 2023 | 34,745 youth, 28 districts, 26 states |
| 377M Indian Gen Z | BCG × Snap 2024 | Born 1997–2012, $860B spending power |
| ~7,410 hrs deliberate practice | Ericsson et al. 1993 | Psychological Review, 9,000+ citations |
| 98% apprentice transition rate | TeamLease EdTech | 200K+ apprentices since 2014 |
| 495 SPUs serve 81% of students | NITI Aayog × AIU 2025 | 3.25 crore students |
| Campus hiring = 10% | ISR 2025 | Job portals 37%, referrals 32.5% |
| +78M net new jobs by 2030 | WEF FoJ 2025 | 170M created, 92M displaced |
| 80% favour skill-based hiring | Deloitte ASHE 2024 (CII) | Executive survey across industries |