AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Atsimo-Atsinanana

Autonomous Province Largest city: Farafangana
10%
of jobs here are estimated to be exposed to generative AI, below the national 10% (−0.4 pts).
MODEL10th of 22 regions36.2K exposed workers

Key numbers

PopulationMODEL
≈749K
estimated from area
Share of national populationMODEL
2.2%
20th largest of 22
People in workMODEL
372K
national total × population share
Highest-exposure jobsMODEL
0.7%
national 0.8%
Area
16.2K km²
Settlement patternMODEL
Mixed
3% live in major cities
Largest city
Farafangana
24.8K (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.

Atsimo-Atsinanana Madagascar
Agriculture 72.2%
Retail & wholesale 6.8%
Manufacturing 4.8%
Other services 3.3%
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 17.8K Retail & wholesale 5,809 Education 3,244 Other services 1,814 Manufacturing 1,583 Transport & logistics 1,205 Hospitality 1,153 Mining 831

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

7Sava 11% 8Atsimo-Andrefana 10% 9Analanjirofo 10% 10Atsimo-Atsinanana 10% 11Alaotra-Mangoro 10% 12Vatovavy-Fitovinany 10% 13Menabe 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 →