AI Job Atlas
AI & jobs · Province in Vanuatu

Malampa

Province VU-MAP
14%
of jobs here are estimated to be exposed to generative AI, below the national 19% (−5.7 pts).
MODEL6th of 6 regions1,713 exposed workers

Key numbers

PopulationWIKIDATA
36.7K
as of 2009
Share of national populationWIKIDATA
11.0%
4th largest of 6
People in workMODEL
12.6K
national total × population share
Highest-exposure jobsMODEL
1.4%
national 2.4%
Area
2,862 km²
13 people per km²
Settlement patternMODEL
Very rural
0% live in major cities
Mapped towns & cities
0
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.

Malampa Vanuatu
Agriculture 69.7%
Other services 7.2%
Retail & wholesale 4.0%
Education 3.7%
Construction 3.4%
Transport & logistics 2.5%
Manufacturing 2.3%
Hospitality 2.0%
Public admin 1.4%
Business services 1.4%
Health & care 1.2%
Utilities 0.5%
Finance 0.4%
ICT & software 0.2%
Mining 0.1%

Exposed workers by sector

MODEL
Agriculture 640 Other services 225 Education 210 Retail & wholesale 152 Transport & logistics 74 Public admin 73 Hospitality 64 Business services 61

Ranking in Vanuatu

MODEL

By modelled AI exposure, out of 6 regions.

1Shefa 27% 2Sanma 21% 3Penama 16% 4Torba 16% 5Tafea 15% 6Malampa 14%
About these estimates. No source publishes AI exposure by region for every country. The model splits Vanuatu'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 Vanuatu

All of Vanuatu →