AI Job Atlas
AI & jobs · Region in Ghana

Western

Region GH-WP Largest city: Sekondi
17%
of jobs here are estimated to be exposed to generative AI, below the national 17% (−0.2 pts).
MODEL5th of 10 regions197K exposed workers

Key numbers

PopulationMODEL
≈3.2M
estimated from area
Share of national populationMODEL
9.2%
4th largest of 10
People in workMODEL
1.2M
national total × population share
Highest-exposure jobsMODEL
1.6%
national 1.7%
Area
25.2K km²
Settlement patternMODEL
Mixed
9% live in major cities
Largest city
Sekondi
286K (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.

Western Ghana
Agriculture 34.9%
Retail & wholesale 20.6%
Manufacturing 12.0%
Other services 7.5%
Hospitality 4.9%
Construction 4.8%
Education 4.4%
Transport & logistics 3.9%
Health & care 1.5%
Business services 1.5%
Mining 1.3%
Public admin 1.1%
Finance 0.9%
Utilities 0.5%
ICT & software 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 65.1K Agriculture 28.7K Education 21.7K Other services 19K Manufacturing 14.3K Hospitality 13.6K Transport & logistics 7,063 Health & care 5,939

Ranking in Ghana

MODEL

By modelled AI exposure, out of 10 regions.

2Ashanti 20% 3Central 18% 4Upper East 17% 5Western 17% 6Eastern 17% 7Northern 15% 8Volta 15%
About these estimates. No source publishes AI exposure by region for every country. The model splits Ghana'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 Ghana

All of Ghana →