AI Job Atlas
AI & jobs · Province in Papua New Guinea

Sandaun

Province PG-SAN Largest city: Vanimo
17%
of jobs here are estimated to be exposed to generative AI, below the national 19% (−2.1 pts).
MODEL18th of 20 regions50.2K exposed workers

Key numbers

PopulationMODEL
≈855K
estimated from area
Share of national populationMODEL
7.9%
2nd largest of 20
People in workMODEL
290K
national total × population share
Highest-exposure jobsMODEL
1.7%
national 2.0%
Area
37.3K km²
Settlement patternMODEL
Rural
1% live in major cities
Largest city
Vanimo
11.2K (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.

Sandaun Papua New Guinea
Agriculture 47.0%
Retail & wholesale 29.2%
Education 6.1%
Construction 3.7%
Business services 2.2%
Transport & logistics 2.2%
Mining 2.1%
Other services 2.0%
Public admin 1.8%
Health & care 1.5%
Manufacturing 1.1%
Hospitality 0.5%
Finance 0.3%
Utilities 0.3%
ICT & software 0.1%

Exposed workers by sector

MODEL
Retail & wholesale 22.6K Agriculture 9,345 Education 7,694 Public admin 1,943 Business services 1,742 Health & care 1,595 Other services 1,172 Transport & logistics 950

Ranking in Papua New Guinea

MODEL

By modelled AI exposure, out of 20 regions.

14Milne Bay 20% 15East New Britain 19% 16Gulf 18% 17Enga 17% 18Sandaun 17% 19Western 17% 20Central 17%
About these estimates. No source publishes AI exposure by region for every country. The model splits Papua New Guinea'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 Papua New Guinea

All of Papua New Guinea →