AI Job Atlas
AI & jobs · District in Uganda

Ntungamo

District UG-411 Largest city: Ntungamo
12%
of jobs here are estimated to be exposed to generative AI, above the national 12% (±0.0 pts).
MODEL32nd of 112 regions29.8K exposed workers

Key numbers

PopulationWIKIDATA
553K
as of 2024
Share of national populationWIKIDATA
1.1%
11th largest of 112
People in workMODEL
245K
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.7%
Area
1,936 km²
286 people per km²
Settlement patternMODEL
Mixed
3% live in major cities
Largest city
Ntungamo
16.4K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

The Anthropic Economic Index does not publish usage for this region. Regions below a minimum number of sampled conversations are left out.

Sector mix

MODEL

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

Ntungamo Uganda
Agriculture 64.7%
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 11K Retail & wholesale 7,959 Other services 1,871 Education 1,564 Hospitality 1,339 Transport & logistics 1,194 Manufacturing 1,122 Health & care 1,026

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

29Kisoro 12% 30Mpigi 12% 31Mubende 12% 32Ntungamo 12% 33Katakwi 12% 34Kamuli 12% 35Maracha 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 →