Countries index ยท 550 local readings

One score.
10 local readings.

Structural exposure doesn't change by location โ€” a plumber's work is equally hard to automate in London or Los Angeles. What does change is pay, training routes, and licensing. Each country page carries its own local salary data sourced from that country's own labor agency, not a currency conversion of the US figure.

US United States
55 jobs
26
๐Ÿฅ Personal๐Ÿ”ง Construction๐Ÿš’ Emergency
$ USD
GB United Kingdom
55 jobs
26
๐Ÿฅ Personal๐Ÿ”ง Construction๐Ÿ“š Education
ยฃ GBP
AU Australia
55 jobs
26
๐Ÿ”ง Construction๐Ÿฅ Personal๐Ÿฝ๏ธ Hospitality
A$ AUD
CA Canada
55 jobs
26
๐Ÿ”ง Construction๐Ÿฅ Personal๐Ÿš’ Emergency
C$ CAD
DE Germany
55 jobs
26
๐Ÿ”ง Construction๐Ÿฅ Personal๐Ÿ“š Education
โ‚ฌ EUR
FR France
55 jobs
26
๐Ÿฅ Personal๐Ÿ”ง Construction๐Ÿฝ๏ธ Hospitality
โ‚ฌ EUR
ES Spain
55 jobs
26
๐Ÿฝ๏ธ Hospitality๐Ÿ”ง Construction๐Ÿฅ Personal
โ‚ฌ EUR
NL Netherlands
55 jobs
26
๐Ÿฅ Personal๐Ÿ”ง Construction๐Ÿญ Manufacturing
โ‚ฌ EUR
IE Ireland
55 jobs
26
๐Ÿ”ง Construction๐Ÿฅ Personal๐Ÿฝ๏ธ Hospitality
โ‚ฌ EUR
NZ New Zealand
55 jobs
26
๐Ÿ”ง Construction๐Ÿฅ Personal๐ŸŒพ Agriculture
NZ$ NZD

Structural exposure scores are the same figure shown on the US job pages โ€” automation resistance is a property of the tasks, not the jurisdiction. Salary, demand and licensing notes below come from each country's own statistics agency and are currently available for a subset of our 62 tracked occupations per country.

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