AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Vakinankaratra

Autonomous Province Largest city: Antsirabe
13%
of jobs here are estimated to be exposed to generative AI, above the national 10% (+2.7 pts).
MODEL2nd of 22 regions51.2K exposed workers

Key numbers

PopulationMODEL
≈805K
estimated from area
Share of national populationMODEL
2.4%
18th largest of 22
People in workMODEL
400K
national total × population share
Highest-exposure jobsMODEL
1.3%
national 0.8%
Area
17.4K km²
Settlement patternMODEL
Highly urban
38% live in major cities
Largest city
Antsirabe
308K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
9.62×
usage share ÷ population share
Share of national useANTHROPIC
95.5%
2.4% of population
Work-relatedANTHROPIC
47%
national 46%
Automation-styleANTHROPIC
53%
national 53%
Augmentation 47%Automation 53%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Vakinankaratra Madagascar
Agriculture 47.3%
Retail & wholesale 13.3%
Manufacturing 8.5%
Other services 6.4%
Transport & logistics 4.4%
Education 4.2%
Mining 3.8%
Hospitality 3.6%
Construction 3.0%
Business services 1.7%
Public admin 1.4%
Health & care 1.1%
ICT & software 0.6%
Finance 0.4%
Utilities 0.3%

Exposed workers by sector

MODEL
Agriculture 12.6K Retail & wholesale 12.3K Education 6,250 Other services 3,829 Manufacturing 3,004 Transport & logistics 2,468 Hospitality 2,434 Public admin 1,846

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

1Analamanga 15% 2Vakinankaratra 13% 3Atsinanana 12% 4Haute Matsiatra 12% 5Diana 12% 6Boeny 11% 7Sava 11%
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 →