AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Atsinanana

Autonomous Province Largest city: Toamasina
12%
of jobs here are estimated to be exposed to generative AI, above the national 10% (+1.8 pts).
MODEL3rd of 22 regions168K exposed workers

Key numbers

PopulationWIKIDATA
2.9M
as of 2004
Share of national populationWIKIDATA
8.6%
3rd largest of 22
People in workMODEL
1.4M
national total × population share
Highest-exposure jobsMODEL
1.1%
national 0.8%
Area
22.3K km²
128 people per km²
Settlement patternMODEL
Urban
7% live in major cities
Largest city
Toamasina
210K (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.

Atsinanana Madagascar
Agriculture 54.6%
Retail & wholesale 11.4%
Manufacturing 7.5%
Other services 5.5%
Transport & logistics 3.8%
Education 3.7%
Mining 3.6%
Hospitality 3.1%
Construction 2.6%
Business services 1.3%
Public admin 1.2%
Health & care 0.9%
ICT & software 0.4%
Finance 0.3%
Utilities 0.2%

Exposed workers by sector

MODEL
Agriculture 51.4K Retail & wholesale 37.2K Education 19.4K Other services 11.6K Manufacturing 9,378 Transport & logistics 7,544 Hospitality 7,379 Public admin 5,367

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 →