AI Job Atlas
AI & jobs · Region in Mali

Koulikoro

Region ML-2 Largest city: Kati
11%
of jobs here are estimated to be exposed to generative AI, below the national 13% (−2.0 pts).
MODEL8th of 9 regions210K exposed workers

Key numbers

PopulationMODEL
≈5.4M
estimated from area
Share of national populationMODEL
21.4%
2nd largest of 9
People in workMODEL
1.9M
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.9%
Area
91.8K km²
Settlement patternMODEL
Rural
3% live in major cities
Largest city
Kati
66.9K (metro)
Mapped towns & cities
5
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.

Koulikoro Mali
Agriculture 74.7%
Retail & wholesale 9.5%
Other services 4.6%
Manufacturing 3.4%
Construction 1.6%
Transport & logistics 1.4%
Education 1.3%
Mining 1.3%
Business services 0.6%
Health & care 0.6%
Public admin 0.6%
Hospitality 0.2%
Utilities 0.2%
Finance 0.1%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 99K Retail & wholesale 49.8K Other services 19.8K Education 10.5K Manufacturing 8,114 Transport & logistics 4,810 Public admin 3,562 Health & care 3,478

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 →