AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Vatovavy-Fitovinany

Autonomous Province Largest city: Mananjary
10%
of jobs here are estimated to be exposed to generative AI, below the national 10% (−0.6 pts).
MODEL12th of 22 regions47K exposed workers

Key numbers

PopulationMODEL
≈991K
estimated from area
Share of national populationMODEL
3.0%
15th largest of 22
People in workMODEL
493K
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.8%
Area
21.4K km²
Settlement patternMODEL
Mixed
3% live in major cities
Largest city
Mananjary
27.7K (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.

Vatovavy-Fitovinany Madagascar
Agriculture 73.6%
Retail & wholesale 6.4%
Manufacturing 4.6%
Other services 3.1%
Mining 2.6%
Education 2.2%
Transport & logistics 2.2%
Hospitality 1.7%
Construction 1.5%
Public admin 0.6%
Health & care 0.5%
Business services 0.5%
ICT & software 0.2%
Utilities 0.1%
Finance 0.1%

Exposed workers by sector

MODEL
Agriculture 24.1K Retail & wholesale 7,267 Education 4,084 Other services 2,269 Manufacturing 1,995 Transport & logistics 1,511 Hospitality 1,442 Mining 1,064

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

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