AI Job Atlas
AI & jobs · Prefecture in Guinea

Mali Prefecture

Prefecture GN-ML Largest city: Mali
14%
of jobs here are estimated to be exposed to generative AI, below the national 18% (−3.4 pts).
MODEL26th of 34 regions18.9K exposed workers

Key numbers

PopulationMODEL
≈449K
estimated from area
Share of national populationMODEL
3.0%
12th largest of 34
People in workMODEL
133K
national total × population share
Highest-exposure jobsMODEL
1.1%
national 1.5%
Area
10.4K km²
Settlement patternMODEL
Rural
1% live in major cities
Largest city
Mali
5,479 (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.

Mali Prefecture Guinea
Agriculture 65.2%
Retail & wholesale 14.9%
Manufacturing 5.1%
Mining 2.6%
Transport & logistics 2.4%
Other services 2.3%
Construction 2.3%
Education 1.5%
Public admin 1.3%
Business services 0.9%
Health & care 0.6%
Utilities 0.5%
Hospitality 0.2%
ICT & software 0.1%
Finance 0.0%

Exposed workers by sector

MODEL
Agriculture 7,184 Retail & wholesale 5,780 Manufacturing 1,101 Education 885 Other services 847 Transport & logistics 713 Public admin 608 Mining 518

Ranking in Guinea

MODEL

By modelled AI exposure, out of 34 regions.

23Kouroussa Prefecture 15% 24Yomou Prefecture 15% 25Gaoual Prefecture 15% 26Mali Prefecture 14% 27Lélouma Prefecture 14% 28Mandiana Prefecture 14% 29Dinguiraye Prefecture 14%
About these estimates. No source publishes AI exposure by region for every country. The model splits Guinea'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 Guinea

All of Guinea →