AI Work Index

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Side-by-side comparison of occupations and modern roles (up to 3)

Compare up to 3 occupations or roles side by side. See how their risk profiles, demand signals, and career paths differ — useful for exploring transitions or understanding where AI pressure varies across similar jobs.

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Structural AI exposure scores, not employment predictions. Methodology

V4.1 structural score · 2024 wages · Q4 2025 full live monitor · 562 occupations · 88 roles

Latest official labour release: MOM Labour Market Report Q4 2025 (2026-03-20)

Made by Kirill So · Built with Claude & GPT
MIT Licensed · Open Source · Structural release V4.1 · Updated 2026-03-20