The Human Index
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AI & jobs

Where automation is reshaping the workforce — and which countries are most exposed.

The 10 most affected countries

Ranked by the headline indicator for this topic. Click any country for the full breakdown.

  1. 1UAE88.2Critical
  2. 2South Korea88.2Critical
  3. 3Singapore82.4Critical
  4. 4Turkey82.4Critical
  5. 5France70.6High
  6. 6United Kingdom70.6High
  7. 7Israel70.6High
  8. 8Poland70.6High
  9. 9United States70.6High
  10. 10Canada58.8Elevated

The signals we measure

3 indicators feed this topic — the headline first, plus related signals.

Recent analysis

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