The Human Index
← Rankings

Countries most exposed to AI and automation

Workforce composition exposure to AI displacement.

  1. 1

    UAE

    indicator value
    Raw
    33.0
    88.2
    Critical
  2. 2

    South Korea

    indicator value
    Raw
    33.0
    88.2
    Critical
  3. 3

    Singapore

    indicator value
    Raw
    32.0
    82.4
    Critical
  4. 4

    Turkey

    indicator value
    Raw
    32.0
    82.4
    Critical
  5. 5

    France

    indicator value
    Raw
    30.0
    70.6
    High
  6. 6

    United Kingdom

    indicator value
    Raw
    30.0
    70.6
    High
  7. 7

    Israel

    indicator value
    Raw
    30.0
    70.6
    High
  8. 8

    Poland

    indicator value
    Raw
    30.0
    70.6
    High
  9. 9

    United States

    indicator value
    Raw
    30.0
    70.6
    High
  10. 10

    Canada

    indicator value
    Raw
    28.0
    58.8
    Elevated

What this measures

Automation exposure ranks countries by how much of their workforce sits in roles that LLMs and automation are closest to replacing. The economies most exposed are usually the most digitized — a counter-intuitive result of being technologically ahead.

Other rankings

Rankings update every 12 hours from the live indicator pipeline. Every number traces back to its source on the country page.

MethodologyTransparency