AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Alaotra-Mangoro

Autonomous Province Largest city: Ambatondrazaka
10%
of jobs here are estimated to be exposed to generative AI, below the national 10% (−0.4 pts).
MODEL11th of 22 regions138K exposed workers

Key numbers

PopulationWIKIDATA
2.9M
as of 2004
Share of national populationWIKIDATA
8.6%
4th largest of 22
People in workMODEL
1.4M
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.8%
Area
27.8K km²
103 people per km²
Settlement patternMODEL
Mixed
2% live in major cities
Largest city
Ambatondrazaka
43.1K (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.

Alaotra-Mangoro Madagascar
Agriculture 72.3%
Retail & wholesale 6.7%
Manufacturing 4.8%
Other services 3.2%
Mining 2.7%
Education 2.3%
Transport & logistics 2.3%
Hospitality 1.8%
Construction 1.6%
Public admin 0.6%
Health & care 0.6%
Business services 0.5%
ICT & software 0.2%
Utilities 0.1%
Finance 0.1%

Exposed workers by sector

MODEL
Agriculture 68.2K Retail & wholesale 22K Education 12.3K Other services 6,872 Manufacturing 6,004 Transport & logistics 4,568 Hospitality 4,369 Mining 3,158

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

8Atsimo-Andrefana 10% 9Analanjirofo 10% 10Atsimo-Atsinanana 10% 11Alaotra-Mangoro 10% 12Vatovavy-Fitovinany 10% 13Menabe 9% 14Ihorombe 9%
About these estimates. No source publishes AI exposure by region for every country. The model splits Madagascar'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 Madagascar

All of Madagascar →