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AI JOB EXPOSURE
Sources & data
AI Job Exposure is built on public Indian government data combined with AI-exposure scoring. These are estimates, not predictions.
DATA SOURCES
- PLFS 2023-24 Annual Report (MoSPI) ↗
- NCO-2015 occupation taxonomy (DGE, Ministry of Labour & Employment) ↗
- MoSPI division-level wage data ↗
- RGI Population Projections 2011-2036 ↗
- Andrej Karpathy’s AI-exposure rubric concept (referenced) ↗
HONEST CAVEATS
- Worker counts are derived estimates, not a published census.
- Wage data is at the occupation-division level (coarse) — groups in the same division share a wage.
- AI exposure scores are LLM-generated estimates using a published rubric.
- Growth projections are deliberately omitted — no credible Indian source exists.
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