AI Job Atlas
AI & jobs · Region in Somalia

Banaadir

Region SO-BN Capital region Largest city: Mogadishu
27%
of jobs here are estimated to be exposed to generative AI, above the national 21% (+6.0 pts).
MODEL1st of 13 regions65.8K exposed workers

Key numbers

PopulationWIKIDATA
1.7M
as of 2014
Share of national populationWIKIDATA
8.4%
6th largest of 13
People in workMODEL
242K
national total × population share
Highest-exposure jobsMODEL
2.7%
national 1.9%
Area
204 km²
8,089 people per km²
Settlement patternMODEL
Highly urban
67% live in major cities
Largest city
Mogadishu
1.1M (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.

Banaadir Somalia
Other services 24.8%
Business services 20.7%
Manufacturing 10.9%
Education 7.3%
Health & care 5.6%
Agriculture 5.6%
Hospitality 4.6%
Retail & wholesale 4.5%
Transport & logistics 4.0%
Construction 3.9%
Public admin 2.6%
Mining 2.0%
Finance 1.5%
Utilities 1.4%
ICT & software 0.7%

Exposed workers by sector

MODEL
Business services 17K Other services 13.9K Education 8,243 Health & care 5,799 Manufacturing 5,108 Retail & wholesale 3,062 Public admin 2,517 Hospitality 2,227

Ranking in Somalia

MODEL

By modelled AI exposure, out of 13 regions.

1Banaadir 27% 2Middle Shebelle 24% 3Lower Juba 24% 4Bay 23% 5Gedo 22% 6Hiran 22% 7Mudug 21%
About these estimates. No source publishes AI exposure by region for every country. The model splits Somalia'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 Somalia

All of Somalia →