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

Streamlit and DuckDB dashboard for exploring occupation-level gaps between AI capability exposure and observed workplace use.

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

A measurement-clock audit of O*NET AI-exposure scores, with code, public results, and an end-to-end agent-assisted research workflow.

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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