AI Job Atlas
AI & jobs · District in Uganda

Kiboga

District UG-103 Largest city: Kiboga
13%
of jobs here are estimated to be exposed to generative AI, above the national 12% (+1.3 pts).
MODEL24th of 112 regions10.9K exposed workers

Key numbers

PopulationWIKIDATA
183K
as of 2024
Share of national populationWIKIDATA
0.4%
90th largest of 112
People in workMODEL
81.1K
national total × population share
Highest-exposure jobsMODEL
0.9%
national 0.7%
Area
1,581 km²
116 people per km²
Settlement patternMODEL
Urban
8% live in major cities
Largest city
Kiboga
14.5K (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%
0.4% 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.

Kiboga Uganda
Agriculture 56.5%
Retail & wholesale 15.2%
Manufacturing 5.0%
Transport & logistics 4.7%
Other services 4.4%
Construction 3.3%
Hospitality 2.9%
Education 1.9%
Business services 1.9%
Public admin 1.5%
Health & care 1.5%
Mining 0.4%
ICT & software 0.3%
Finance 0.3%
Utilities 0.1%

Exposed workers by sector

MODEL
Retail & wholesale 3,243 Agriculture 3,173 Other services 762 Education 619 Hospitality 545 Transport & logistics 482 Manufacturing 442 Health & care 418

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

21Kasese 14% 22Masindi 14% 23Wakiso 14% 24Kiboga 13% 25Bulambuli 13% 26Kayunga 13% 27Kumi 13%
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 →