occupational-data

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Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

dataviz ai jobs data-visualization treemap singapore labour-market labour-market-statistics llm occupational-data

Public-data analysis of the gap between AI capability exposure and observed workplace use across occupations.

Open dataset of AI displacement risk for 76 professions. Three-factor methodology, quarterly review, MIT licensed. Published by MeritForge AI.

Analyze Singapore job market data by mapping 562 occupations with AI exposure scores using Ministry of Manpower wage and SSOC metadata.

react redux nodejs internship mongodb job jobs data-visualization career treemap jobsearch flat-data graduate labour-market jobhunt llm fulltime-job occupational-data

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