AI Job Atlas
AI & jobs · Prefecture in Chad

Mandoul

Prefecture TD-MA
10%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−1.5 pts).
MODEL14th of 22 regions29.3K exposed workers

Key numbers

PopulationWIKIDATA
897K
as of 2019
Share of national populationWIKIDATA
4.3%
8th largest of 22
People in workMODEL
285K
national total × population share
Highest-exposure jobsMODEL
0.8%
national 1.0%
Area
17.3K km²
52 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
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.

Mandoul Chad
Agriculture 80.1%
Retail & wholesale 7.7%
Manufacturing 4.7%
Transport & logistics 1.3%
Construction 1.3%
Other services 1.3%
Education 1.1%
Public admin 0.9%
Hospitality 0.4%
Health & care 0.4%
Business services 0.4%
Mining 0.2%
Utilities 0.1%
ICT & software 0.0%
Finance 0.0%

Exposed workers by sector

MODEL
Agriculture 15.9K Retail & wholesale 6,248 Manufacturing 1,746 Education 1,280 Public admin 928 Transport & logistics 874 Other services 821 Health & care 416

Ranking in Chad

MODEL

By modelled AI exposure, out of 22 regions.

11Borkou 11% 12Kanem 11% 13Logone Occidental 11% 14Mandoul 10% 15Wadi Fira 10% 16Lac 10% 17Ennedi 10%
About these estimates. No source publishes AI exposure by region for every country. The model splits Chad'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 Chad

All of Chad →