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AI Work Index

Structural pressure

6%

Low Risk

Marine superintendent

GlobalISCO 2171Mapped from 3 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: 34.6%Bottleneck: 83.8%Confidence medium

Why This Score

Exposure 35%

Weighted AI task overlap from the shared ISCO-08 spine

Bottleneck 84%

Human coordination and physical presence protection

Structural pressure 6%

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

3 source occupations roll up into this canonical occupation.

21711 · 21712 · 21714

Comparable spine

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

Evidence Quality

Crosswalk quality 0%
Source coverage 82%
Signal agreement 85%
Source freshness 80%
Sensitivity 78%

Exposure sources

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

Confidence level

The score is usable, but the evidence is still mixed or less complete.

Country Views