AI Job Atlas
AI & jobs · Region in Mali

Tombouctou

Region ML-6 Largest city: Timbuktu
13%
of jobs here are estimated to be exposed to generative AI, below the national 13% (−0.4 pts).
MODEL6th of 9 regions30.4K exposed workers

Key numbers

PopulationWIKIDATA
682K
as of 2009
Share of national populationWIKIDATA
2.7%
7th largest of 9
People in workMODEL
241K
national total × population share
Highest-exposure jobsMODEL
0.9%
national 0.9%
Area
506K km²
1 people per km²
Settlement patternMODEL
Mixed
12% live in major cities
Largest city
Timbuktu
68.9K (metro)
Mapped towns & cities
4
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.

Tombouctou Mali
Agriculture 64.8%
Retail & wholesale 13.3%
Other services 6.4%
Manufacturing 4.5%
Construction 2.1%
Transport & logistics 2.0%
Education 1.8%
Mining 1.6%
Business services 1.0%
Public admin 0.8%
Health & care 0.8%
Hospitality 0.3%
Utilities 0.3%
Finance 0.1%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 10.8K Retail & wholesale 8,806 Other services 3,502 Education 1,777 Manufacturing 1,371 Transport & logistics 840 Public admin 674 Business services 619

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 →