AI Job Atlas
AI & jobs · District in Kingdom of eSwatini

Manzini

District SZ-MA Largest city: Manzini
24%
of jobs here are estimated to be exposed to generative AI, above the national 22% (+1.5 pts).
MODEL2nd of 4 regions22K exposed workers

Key numbers

PopulationWIKIDATA
356K
as of 2017
Share of national populationWIKIDATA
32.6%
1st largest of 4
People in workMODEL
92.3K
national total × population share
Highest-exposure jobsMODEL
3.1%
national 2.8%
Area
4,237 km²
84 people per km²
Settlement patternMODEL
Urban
34% live in major cities
Largest city
Manzini
111K (metro)
Mapped towns & cities
2
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.

Manzini Kingdom of eSwatini
Retail & wholesale 21.0%
Manufacturing 18.9%
Education 10.7%
Agriculture 7.7%
Construction 7.7%
Business services 6.9%
Transport & logistics 5.3%
Public admin 4.9%
Health & care 4.7%
Finance 3.8%
Other services 3.5%
Hospitality 2.0%
ICT & software 1.7%
Utilities 1.0%
Mining 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 5,342 Education 4,018 Manufacturing 2,246 Finance 1,776 Business services 1,749 Public admin 1,622 Health & care 1,478 Transport & logistics 715

Ranking in Kingdom of eSwatini

MODEL

By modelled AI exposure, out of 4 regions.

1Hhohho 25% 2Manzini 24% 3Shiselweni 20% 4Lubombo 19%
About these estimates. No source publishes AI exposure by region for every country. The model splits Kingdom of eSwatini'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 Kingdom of eSwatini

All of Kingdom of eSwatini →