AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Menabe

Autonomous Province Largest city: Morondava
9%
of jobs here are estimated to be exposed to generative AI, below the national 10% (−0.6 pts).
MODEL13th of 22 regions108K exposed workers

Key numbers

PopulationMODEL
≈2.3M
estimated from area
Share of national populationMODEL
6.9%
6th largest of 22
People in workMODEL
1.1M
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.8%
Area
49.8K km²
Settlement patternMODEL
Mixed
3% live in major cities
Largest city
Morondava
36.8K (metro)
Mapped towns & cities
3
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.

Menabe Madagascar
Agriculture 74.3%
Retail & wholesale 6.2%
Manufacturing 4.5%
Other services 3.0%
Mining 2.6%
Education 2.2%
Transport & logistics 2.1%
Hospitality 1.7%
Construction 1.5%
Public admin 0.6%
Health & care 0.5%
Business services 0.5%
ICT & software 0.1%
Utilities 0.1%
Finance 0.1%

Exposed workers by sector

MODEL
Agriculture 56.6K Retail & wholesale 16.4K Education 9,255 Other services 5,124 Manufacturing 4,524 Transport & logistics 3,416 Hospitality 3,258 Mining 2,433

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

10Atsimo-Atsinanana 10% 11Alaotra-Mangoro 10% 12Vatovavy-Fitovinany 10% 13Menabe 9% 14Ihorombe 9% 15Sofia 9% 16Anosy 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 →