AI Job Atlas
AI & jobs · Region in Mali

Kidal

Region ML-8 Largest city: Aguelhok
13%
of jobs here are estimated to be exposed to generative AI, above the national 13% (+0.2 pts).
MODEL4th of 9 regions3,865 exposed workers

Key numbers

PopulationWIKIDATA
83.2K
as of 2022
Share of national populationWIKIDATA
0.3%
9th largest of 9
People in workMODEL
29.4K
national total × population share
Highest-exposure jobsMODEL
0.9%
national 0.9%
Area
147K km²
1 people per km²
Settlement patternMODEL
Mixed
18% live in major cities
Largest city
Aguelhok
9,000 (metro)
Mapped towns & cities
2
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.

Kidal Mali
Agriculture 61.8%
Retail & wholesale 14.4%
Other services 7.0%
Manufacturing 4.8%
Construction 2.3%
Transport & logistics 2.1%
Education 2.0%
Mining 1.7%
Business services 1.1%
Public admin 0.9%
Health & care 0.9%
Hospitality 0.3%
Utilities 0.3%
Finance 0.2%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 1,262 Retail & wholesale 1,170 Other services 465 Education 234 Manufacturing 180 Transport & logistics 111 Public admin 91 Business services 87

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 →