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Global AI workforce intelligence

206 countries.
One question:
which jobs survive AI?

Real employment data from ILO, BLS, Eurostat and 12 national statistics agencies. Free to explore, no login required.

Explore the data → Read the analysis
206
Countries covered
9.0/10
Highest AI exposure
3.2B
Workers tracked
36+
Country analyses live
Country explorer

AI Job Risk by Country: Where Does Yours Stand?

All 206 countries →
🇺🇸
United States
143.1M workers · Tier A
5.07
avg AI exposurevelocity 10.0
 🇩🇪
Germany
42.1M workers
5.30
AI avgclerks 9.0
 🇬🇧
United Kingdom
34.1M workers
5.08
AI avgvelocity 10.0
 🇮🇳
India
476.6M workers
3.26
AI avgvelocity 1.2
 🇯🇵
Japan
70.5M workers
4.92
AI avgrobotics 4.15
 🇸🇬
Singapore
3.7M workers
5.62
AI avgSEA highest
 🇳🇬
Nigeria
71.4M workers
3.31
AI avgvelocity 0.1
Risk velocity map

How fast is AI disruption arriving?

Same AI scores, radically different timelines. A country with 10.0 velocity faces disruption in 1-3 years. A country with 0.1 velocity won't see the same impact for over a decade.

0
10
Disruption: 12+ yrs1-3 years
Highest AI velocity
10.0 / 10
US, UK, Singapore, France - disruption arriving within 1-3 years.
Lowest velocity
0.1 / 10
Nigeria - same AI exposure scores, but 12+ years before significant disruption.
Most workers tracked
476.6M
India has the world's largest tracked workforce. AI avg score: 3.26.
Highest avg AI exposure in SEA
5.62
Singapore - highest average AI exposure in Southeast Asia. Comparable to Germany.
Country analyses

Deep dives into national data

All analyses →
🇺🇸
United States · June 2, 2026
Which US Jobs Are Most at Risk from AI in 2026?
16.5 million clerical workers score 8.5/10. Risk velocity is 10.0 - disruption is already underway. BLS data, 341 occupations.
8 min read · BLS data 8.5
🇩🇪
Germany · June 8, 2026
Germany's AI Job Risk: The Highest Score in the Dataset
General and keyboard clerks score 9.0/10 - the single highest occupation score across all 206 countries. Eurostat SES data.
7 min read · Eurostat SES 9.0
🇸🇬
Singapore · June 28, 2026
Singapore: Southeast Asia's Highest AI Exposure at 5.62/10
Finance hub with 3.7M workers scores 5.62/10 - SEA's highest and comparable to Germany. Smart Nation AI strategy. ILO/MOM data.
8 min read · ILO/MOM 8.5
🇵🇱
Poland · June 28, 2026
Poland: Europe's BPO Capital at the AI Crossroads
400+ multinational BPO centres. General clerks 9.0/10 - highest in Europe. 17M workers, 5.30/10 weighted average. Eurostat/GUS data.
9 min read · Eurostat/GUS 9.0

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