AI Job Atlas
AI & jobs · Province in Angola

Zaire

Province AO-ZAI Largest city: Soyo
16%
of jobs here are estimated to be exposed to generative AI, above the national 16% (+0.1 pts).
MODEL3rd of 18 regions43.5K exposed workers

Key numbers

PopulationWIKIDATA
683K
as of 2024
Share of national populationWIKIDATA
2.0%
15th largest of 18
People in workMODEL
276K
national total × population share
Highest-exposure jobsMODEL
1.2%
national 1.2%
Area
36.5K km²
19 people per km²
Settlement patternMODEL
Mixed
22% live in major cities
Largest city
Soyo
67.5K (metro)
Mapped towns & cities
3
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.

Zaire Angola
Agriculture 50.8%
Retail & wholesale 21.3%
Public admin 4.5%
Other services 4.1%
Transport & logistics 3.8%
Construction 3.6%
Education 3.0%
Manufacturing 2.6%
Business services 2.2%
Health & care 1.0%
Hospitality 1.0%
Mining 1.0%
Utilities 0.4%
Finance 0.3%
ICT & software 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 16K Agriculture 9,873 Public admin 4,135 Education 3,380 Other services 2,529 Business services 1,627 Transport & logistics 1,482 Health & care 931

Ranking in Angola

MODEL

By modelled AI exposure, out of 18 regions.

1Luanda 21% 2Huambo 18% 3Zaire 16% 4Namibe 16% 5Benguela 15% 6Cabinda 15% 7Malanje 14%
About these estimates. No source publishes AI exposure by region for every country. The model splits Angola'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 Angola

All of Angola →