AI Job Atlas
AI & jobs · County in Uganda

Ibanda

County UG-416
11%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−1.5 pts).
MODEL66th of 112 regions14.6K exposed workers

Key numbers

PopulationWIKIDATA
309K
as of 2024
Share of national populationWIKIDATA
0.6%
39th largest of 112
People in workMODEL
137K
national total × population share
Highest-exposure jobsMODEL
0.6%
national 0.7%
Area
1,162 km²
266 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
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.

Ibanda Uganda
Agriculture 74.4%
Retail & wholesale 8.9%
Manufacturing 3.2%
Transport & logistics 2.8%
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 7,055 Retail & wholesale 3,222 Other services 758 Education 658 Hospitality 542 Transport & logistics 490 Manufacturing 475 Health & care 416

Ranking in Uganda

MODEL

By modelled AI exposure, out of 112 regions.

63Bukedea 11% 64Kapchorwa 11% 65Bukwo 11% 66Ibanda 11% 67Lwengo 11% 68Isingiro 11% 69Bundibugyo 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 →