AI Job Atlas
AI & jobs · Autonomous Province in Madagascar

Bongolava

Autonomous Province
9%
of jobs here are estimated to be exposed to generative AI, below the national 10% (−1.4 pts).
MODEL20th of 22 regions36K exposed workers

Key numbers

PopulationMODEL
≈837K
estimated from area
Share of national populationMODEL
2.5%
17th largest of 22
People in workMODEL
416K
national total × population share
Highest-exposure jobsMODEL
0.5%
national 0.8%
Area
18.1K km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
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%
2.5% 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.

Bongolava Madagascar
Agriculture 81.2%
Retail & wholesale 4.5%
Manufacturing 3.3%
Other services 2.1%
Mining 2.1%
Education 1.6%
Transport & logistics 1.6%
Hospitality 1.2%
Construction 1.1%
Public admin 0.4%
Health & care 0.4%
Business services 0.3%
Utilities 0.1%
ICT & software 0.1%
Finance 0.1%

Exposed workers by sector

MODEL
Agriculture 22.4K Retail & wholesale 4,274 Education 2,496 Other services 1,334 Manufacturing 1,227 Transport & logistics 900 Hospitality 848 Mining 721

Ranking in Madagascar

MODEL

By modelled AI exposure, out of 22 regions.

16Anosy 9% 17Androy 9% 18Melaky 9% 19Betsiboka 9% 20Bongolava 9% 21Amoron'i Mania 9% 22Itasy 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 →