AI Job Atlas
AI & jobs · District in Uganda

Lyantonde

District UG-116
11%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−1.7 pts).
MODEL85th of 112 regions6,189 exposed workers

Key numbers

PopulationWIKIDATA
133K
as of 2024
Share of national populationWIKIDATA
0.3%
104th largest of 112
People in workMODEL
58.9K
national total × population share
Highest-exposure jobsMODEL
0.6%
national 0.7%
Area
1,007 km²
132 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%
0.3% 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.

Lyantonde Uganda
Agriculture 75.5%
Retail & wholesale 8.6%
Manufacturing 3.1%
Transport & logistics 2.7%
Other services 2.5%
Construction 2.0%
Hospitality 1.6%
Education 1.1%
Health & care 0.9%
Public admin 0.8%
Business services 0.7%
Mining 0.3%
ICT & software 0.1%
Finance 0.1%
Utilities 0.1%

Exposed workers by sector

MODEL
Agriculture 3,076 Retail & wholesale 1,327 Other services 312 Education 272 Hospitality 223 Transport & logistics 202 Manufacturing 197 Health & care 171

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

82Mayuge 11% 83Amudat 11% 84Kamwenge 11% 85Lyantonde 11% 86Gomba 11% 87Sembabule 11% 88Amolatar 10%
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 →