AI Job Atlas
AI & jobs · Country profile

Uganda

Low income Capital: Kampala 112 regions
12%
of jobs are in occupations exposed to generative AI. That's about 2.8M people.
MODEL172nd of 183 most exposed World 21%Low income 13%

Key numbers

Workers in exposed jobsMODEL
2.8M
of 22.8M in work
Highest-exposure jobsMODEL
0.7%
169K people
People in workILO
22.8M
48% women
UnemploymentWORLD BANK
2.8%
2025
Youth unemploymentWORLD BANK
4.2%
ages 15–24
GDP per capitaWORLD BANK
$1,206
US$, 2025
Internet usersWORLD BANK
9%
of population
AI preparednessIMF
0.35
125th of 165
PopulationWORLD BANK
51.4M
Tertiary enrolmentWORLD BANK
5%
gross ratio
Vulnerable employmentWORLD BANK
74%
own-account & family workers
Urban populationWORLD BANK
32%

Women and men

MODEL

Based on the real occupation mix of women’s and men’s jobs (ILO).

Women: any exposure 13%
Men: any exposure 12%
Women: highest exposure 0.7%
Men: highest exposure 0.8%

Women are +0.6 pts more exposed, mostly because they hold more clerical and administrative jobs.

How it compares

MODEL
Uganda 12%
Low income 13%
Sub-Saharan Africa 15%
World 21%

AI preparedness

IMF
UgandaLow income average
Digital infrastructure 0.06
Human capital & labour policy 0.09
Innovation & integration 0.11
Regulation & ethics 0.09

IMF AI Preparedness Index (2023). The four parts sum to the overall score of 0.35 (0–1 scale).

Exposure vs preparedness

Uganda is highlighted. The other dots are all countries with both measures.

Sources: ILO modelled estimates 2025 · World Bank WDI · IMF AIPI · Anthropic Economic Index · Wikidata · Natural Earth. How the estimates are made.

Regions of Uganda