AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Haute Matsiatra

Autonomous Province Largest city: Fianarantsoa
12%
of jobs here are estimated to be exposed to generative AI, above the national 10% (+1.7 pts).
MODEL4th of 22 regions58.3K exposed workers

Key numbers

PopulationMODEL
≈996K
estimated from area
Share of national populationMODEL
3.0%
14th largest of 22
People in workMODEL
495K
national total × population share
Highest-exposure jobsMODEL
1.1%
national 0.8%
Area
21.5K km²
Settlement patternMODEL
Urban
19% live in major cities
Largest city
Fianarantsoa
184K (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.

Haute Matsiatra Madagascar
Agriculture 55.2%
Retail & wholesale 11.2%
Manufacturing 7.4%
Other services 5.4%
Transport & logistics 3.8%
Education 3.6%
Mining 3.6%
Hospitality 3.1%
Construction 2.6%
Business services 1.3%
Public admin 1.1%
Health & care 0.9%
ICT & software 0.4%
Finance 0.3%
Utilities 0.2%

Exposed workers by sector

MODEL
Agriculture 18.1K Retail & wholesale 12.8K Education 6,695 Other services 3,992 Manufacturing 3,233 Transport & logistics 2,596 Hospitality 2,538 Public admin 1,839

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 →