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62<br />

Citi GPS: Global Perspectives & Solutions February 2015<br />

Figure 49. Employment share at risk by country<br />

Country<br />

Frey &<br />

Osborne<br />

(2013)<br />

702<br />

occupations<br />

Bruegel<br />

(2014)<br />

Study (Level of detail)<br />

ETLA<br />

(2014)<br />

Frey &<br />

Osborne;<br />

Deloitte (2014)<br />

SSF<br />

(2014)<br />

Unionen<br />

(2014)<br />

22<br />

occupations<br />

410<br />

occupations<br />

369<br />

occupations<br />

109<br />

occupations<br />

Austria 54%<br />

Belgium 50%<br />

Bulgaria 57%<br />

Croatia 58%<br />

Czech Republic 54%<br />

Denmark 50%<br />

Estonia 54%<br />

Finland 51% 36%<br />

France 50%<br />

Germany 51%<br />

Greece 56%<br />

Hungary 55%<br />

Ireland 49%<br />

Italy 56%<br />

Latvia 51%<br />

Lithuania 52%<br />

Luxembourg 50%<br />

Malta 51%<br />

Netherlands 49%<br />

Poland 56%<br />

Portugal 59%<br />

Romania 62%<br />

Slovenia 53%<br />

Slovakia 55%<br />

Spain 55%<br />

Sweden 47% 53% 37%<br />

United Kingdom 47% 35%<br />

United States 47%<br />

Source: The Oxford Martin School<br />

353<br />

occupations<br />

While there are a number of measurement problems associated with comparing<br />

countries according to their susceptibility to automation, it is clear that differences<br />

across countries and regions exist. The Bruegel study, for example, finds a strong<br />

negative relationship between a country’s GDP per capita and the share of their<br />

workforce at risk of automation, suggesting that countries transition into jobs that<br />

are less susceptible to automation along the development path. In particular,<br />

developing countries are likely to find a larger share of their jobs at risk, as lower<br />

wages keep many jobs that are possible to automate from being displaced.<br />

However, as incomes rise and technological progress makes labour substitution<br />

cheaper, even these countries will eventually have to adapt. The challenge ahead<br />

for any country is managing this transition at a sufficient pace for workers to find<br />

new employment opportunities as existing jobs are being automated.<br />

© 2015 Citigroup

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