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

Hhohho

District SZ-HH Capital region Largest city: Mbabane
25%
of jobs here are estimated to be exposed to generative AI, above the national 22% (+2.2 pts).
MODEL1st of 4 regions20.5K exposed workers

Key numbers

PopulationWIKIDATA
321K
as of 2017
Share of national populationWIKIDATA
29.3%
2nd largest of 4
People in workMODEL
83.2K
national total × population share
Highest-exposure jobsMODEL
3.3%
national 2.8%
Area
3,582 km²
90 people per km²
Settlement patternMODEL
Highly urban
30% live in major cities
Largest city
Mbabane
90.1K (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.

Hhohho Kingdom of eSwatini
Retail & wholesale 21.2%
Manufacturing 18.4%
Education 10.5%
Business services 8.0%
Construction 7.6%
Agriculture 5.6%
Transport & logistics 5.3%
Public admin 5.2%
Health & care 4.8%
Finance 4.6%
Other services 3.5%
ICT & software 2.1%
Hospitality 2.0%
Utilities 1.0%
Mining 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 4,860 Education 3,554 Manufacturing 1,978 Finance 1,931 Business services 1,831 Public admin 1,546 Health & care 1,345 ICT & software 683

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 →