AI Job Atlas
AI & jobs · District in Mali

Bamako

District ML-BKO Capital region Largest city: Bamako
19%
of jobs here are estimated to be exposed to generative AI, above the national 13% (+6.3 pts).
MODEL1st of 9 regions288K exposed workers

Key numbers

PopulationWIKIDATA
4.2M
as of 2023
Share of national populationWIKIDATA
16.8%
3rd largest of 9
People in workMODEL
1.5M
national total × population share
Highest-exposure jobsMODEL
1.7%
national 0.9%
Area
214 km²
19.8K people per km²
Settlement patternMODEL
Highly urban
35% live in major cities
Largest city
Bamako
1.5M (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.

Bamako Mali
Retail & wholesale 27.8%
Agriculture 27.1%
Other services 13.5%
Manufacturing 8.0%
Construction 4.1%
Business services 4.0%
Transport & logistics 3.9%
Education 3.3%
Public admin 2.2%
Mining 2.1%
Health & care 1.6%
Finance 0.7%
Hospitality 0.6%
ICT & software 0.6%
Utilities 0.5%

Exposed workers by sector

MODEL
Retail & wholesale 114K Other services 45.5K Agriculture 28.1K Education 20.2K Business services 15.7K Manufacturing 15.2K Public admin 10.9K Transport & logistics 10.4K

Ranking in Mali

MODEL

By modelled AI exposure, out of 9 regions.

1Bamako 19% 2Gao 15% 3Wassoulou 14% 4Kidal 13% 5Ségou 13% 6Tombouctou 13% 7Mopti 12%
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 →