AI Job Atlas
AI & jobs · Region in Somalia

Mudug

Region SO-MU Largest city: Gaalkacyo
21%
of jobs here are estimated to be exposed to generative AI, below the national 21% (−0.5 pts).
MODEL7th of 13 regions77.7K exposed workers

Key numbers

PopulationMODEL
≈2.6M
estimated from area
Share of national populationMODEL
13.0%
2nd largest of 13
People in workMODEL
376K
national total × population share
Highest-exposure jobsMODEL
1.9%
national 1.9%
Area
59.5K km²
Settlement patternMODEL
Mixed
2% live in major cities
Largest city
Gaalkacyo
61.2K (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.

Mudug Somalia
Agriculture 32.1%
Other services 19.4%
Manufacturing 10.3%
Business services 7.0%
Education 6.8%
Health & care 4.4%
Hospitality 3.6%
Retail & wholesale 3.5%
Construction 3.4%
Transport & logistics 3.3%
Mining 2.9%
Public admin 1.5%
Utilities 1.3%
Finance 0.4%
ICT & software 0.2%

Exposed workers by sector

MODEL
Other services 16.8K Education 11.8K Business services 8,985 Agriculture 8,848 Manufacturing 7,514 Health & care 7,027 Retail & wholesale 3,711 Hospitality 2,699

Ranking in Somalia

MODEL

By modelled AI exposure, out of 13 regions.

4Bay 23% 5Gedo 22% 6Hiran 22% 7Mudug 21% 8Bari 20% 9Nugal 20% 10Galguduud 19%
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 →