AI Job Atlas
AI & jobs · Region in Mali

Kayes

Region ML-1 Largest city: Kayes
11%
of jobs here are estimated to be exposed to generative AI, below the national 13% (−2.4 pts).
MODEL9th of 9 regions273K exposed workers

Key numbers

PopulationMODEL
≈7.3M
estimated from area
Share of national populationMODEL
28.8%
1st largest of 9
People in workMODEL
2.6M
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.9%
Area
123K km²
Settlement patternMODEL
Rural
2% live in major cities
Largest city
Kayes
77.2K (metro)
Mapped towns & cities
6
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.

Kayes Mali
Agriculture 76.9%
Retail & wholesale 8.6%
Other services 4.2%
Manufacturing 3.1%
Construction 1.4%
Transport & logistics 1.3%
Mining 1.3%
Education 1.2%
Health & care 0.5%
Business services 0.5%
Public admin 0.5%
Hospitality 0.2%
Utilities 0.2%
Finance 0.1%
ICT & software 0.0%

Exposed workers by sector

MODEL
Agriculture 137K Retail & wholesale 60.8K Other services 24.2K Education 12.9K Manufacturing 10K Transport & logistics 5,904 Public admin 4,282 Health & care 4,253

Ranking in Mali

MODEL

By modelled AI exposure, out of 9 regions.

3Wassoulou 14% 4Kidal 13% 5Ségou 13% 6Tombouctou 13% 7Mopti 12% 8Koulikoro 11% 9Kayes 11%
About these estimates. No source publishes AI exposure by region for every country. The model splits Mali'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 Mali

All of Mali →