AI Job Atlas
AI & jobs · Sector

Transport & storage

19%
of this sector’s 181.7M jobs worldwide are exposed to generative AI, about 35.1M people.
MODELAll sectors: 21%

Key numbers

Jobs worldwideILO
181.7M
5.1% of all jobs
Exposed workersMODEL
35.1M
4.6% of all exposed
Highest-exposure jobsMODEL
5.1%
9.3M people
Women’s shareILO
12%
of the sector’s jobs

By income level

MODEL

In most sectors exposure rises with income, because more of the sector’s jobs are clerical, technical or professional.

High income 28%
Upper-middle income 18%
Lower-middle income 16%
Low income 14%

Most exposed

MODEL

Share of the sector’s jobs exposed.

1Japan 43% 2Macao 43% 3Djibouti 42% 4Republic of the Congo 39% 5Switzerland 39% 6Germany 36% 7Italy 34% 8Austria 33% 9Netherlands 33% 10Singapore 32%

Most exposed workers

MODEL
1China 5.4M 2India 4.7M 3United States 3.1M 4Japan 1.5M 5Brazil 1.3M 6Indonesia 1.2M 7Russian Federation 1.2M 8Philippines 827K 9Germany 756K 10Bangladesh 744K

Biggest employer (share of jobs)

ILO
1Iraq 10.5% 2Iran 10.3% 3Maldives 10.0% 4Egypt 9.4% 5Bangladesh 8.9% 6Singapore 8.8% 7Russian Federation 8.7% 8Kyrgyzstan 8.5% 9Suriname 8.0% 10Peru 7.9%

Other sectors

MODEL
Finance 56% ICT & software 44% Education 44% Public admin 43% Health & care 41% Business services 36% Retail & wholesale 29% Utilities 26% Hospitality 23% Other services 22% Manufacturing 15% Mining 13% Construction 10% Agriculture 7%

Other sectors