AI Job Atlas
AI & jobs · District in Uganda

Mubende

District UG-107 Largest city: Mubende
12%
of jobs here are estimated to be exposed to generative AI, above the national 12% (+0.0 pts).
MODEL31st of 112 regions28.1K exposed workers

Key numbers

PopulationWIKIDATA
522K
as of 2024
Share of national populationWIKIDATA
1.0%
14th largest of 112
People in workMODEL
231K
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.7%
Area
5,000 km²
104 people per km²
Settlement patternMODEL
Mixed
4% live in major cities
Largest city
Mubende
18.9K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Central Region area (24 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
4.08×
usage share ÷ population share
Area’s share of national useANTHROPIC
97.8%
1.0% of population
Work-relatedANTHROPIC
43%
national 43%
Automation-styleANTHROPIC
56%
national 57%
Augmentation 44%Automation 56%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Mubende Uganda
Agriculture 64.6%
Retail & wholesale 12.4%
Manufacturing 4.2%
Transport & logistics 3.9%
Other services 3.6%
Construction 2.8%
Hospitality 2.4%
Education 1.6%
Business services 1.3%
Health & care 1.3%
Public admin 1.2%
Mining 0.4%
ICT & software 0.2%
Finance 0.2%
Utilities 0.1%

Exposed workers by sector

MODEL
Agriculture 10.3K Retail & wholesale 7,529 Other services 1,770 Education 1,479 Hospitality 1,267 Transport & logistics 1,130 Manufacturing 1,061 Health & care 970

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

28Kalangala 12% 29Kisoro 12% 30Mpigi 12% 31Mubende 12% 32Ntungamo 12% 33Katakwi 12% 34Kamuli 12%
About these estimates. No source publishes AI exposure by region for every country. The model splits Uganda's real ILO sector employment across regions using population (Wikidata) and density: denser, capital-city regions get more finance, ICT and professional jobs, and rural regions more farming. Totals match national figures. AI usage figures are measured, not modelled. Methodology

Other regions of Uganda

All of Uganda →