AI Job Atlas
AI & jobs · District in Uganda

Kalangala

District UG-101 Largest city: Kalangala
12%
of jobs here are estimated to be exposed to generative AI, above the national 12% (+0.3 pts).
MODEL28th of 112 regions4,095 exposed workers

Key numbers

PopulationWIKIDATA
74.4K
as of 2024
Share of national populationWIKIDATA
0.1%
112th largest of 112
People in workMODEL
32.9K
national total × population share
Highest-exposure jobsMODEL
0.8%
national 0.7%
Area
8,897 km²
8 people per km²
Settlement patternMODEL
Mixed
7% live in major cities
Largest city
Kalangala
5,200 (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%
0.1% 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.

Kalangala Uganda
Agriculture 63.0%
Retail & wholesale 12.9%
Manufacturing 4.4%
Transport & logistics 4.1%
Other services 3.7%
Construction 2.9%
Hospitality 2.5%
Education 1.6%
Business services 1.4%
Health & care 1.3%
Public admin 1.3%
Mining 0.4%
ICT & software 0.2%
Finance 0.2%
Utilities 0.1%

Exposed workers by sector

MODEL
Agriculture 1,436 Retail & wholesale 1,123 Other services 264 Education 219 Hospitality 189 Transport & logistics 168 Manufacturing 157 Health & care 145

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

25Bulambuli 13% 26Kayunga 13% 27Kumi 13% 28Kalangala 12% 29Kisoro 12% 30Mpigi 12% 31Mubende 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 →