AI Job Atlas
AI & jobs · District in Uganda

Mukono

District UG-108
11%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−1.4 pts).
MODEL54th of 112 regions44.2K exposed workers

Key numbers

PopulationWIKIDATA
929K
as of 2024
Share of national populationWIKIDATA
1.8%
5th largest of 112
People in workMODEL
411K
national total × population share
Highest-exposure jobsMODEL
0.6%
national 0.7%
Area
2,597 km²
358 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
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%
1.8% 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.

Mukono Uganda
Agriculture 73.9%
Retail & wholesale 9.1%
Manufacturing 3.2%
Transport & logistics 2.9%
Other services 2.6%
Construction 2.1%
Hospitality 1.7%
Education 1.2%
Health & care 0.9%
Public admin 0.8%
Business services 0.8%
Mining 0.3%
ICT & software 0.1%
Finance 0.1%
Utilities 0.1%

Exposed workers by sector

MODEL
Agriculture 21.1K Retail & wholesale 9,851 Other services 2,316 Education 2,008 Hospitality 1,657 Transport & logistics 1,496 Manufacturing 1,450 Health & care 1,270

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

51Namutumba 11% 52Kyegegwa 11% 53Bukomansimbi 11% 54Mukono 11% 55Yumbe 11% 56Bushenyi 11% 57Kaliro 11%
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 →