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AI Work Index

Structural pressure

41%

High Risk

Cashier (general)

GlobalISCO 5230Mapped from 2 occupations

This page shows the shared structural baseline only. It is comparable across countries because it uses the canonical ISCO-08 spine and excludes country-specific wages, demand offsets, and policy effects.

Exposure: 42.3%Bottleneck: 2.8%Confidence high

Why This Score

Exposure 42%

Weighted AI task overlap from the shared ISCO-08 spine

Bottleneck 3%

Human coordination and physical presence protection

Structural pressure 41%

exposure × (1 − bottleneck)

structural_pressure = exposure × (1 − bottleneck). Comparable exposure and bottleneck are blended on the canonical spine; local labour-market context is intentionally excluded here. How this works

Structural footprint

2 source occupations roll up into this canonical occupation.

52301 · 52302

Comparable spine

The canonical ISCO-08 occupation keeps the score comparable across countries while the local layers remain separate.

Evidence Quality

Crosswalk quality 100%
Source coverage 100%
Signal agreement 45%
Source freshness 84%
Sensitivity 65%

Exposure sources

4 source families contribute to the exposure estimate for this occupation.

Confidence level

The global structural record is currently stable and well covered.

Country Views