AI Job Atlas
AI & jobs · District in Botswana

Kgalagadi

District BW-KG Largest city: Tshabong
21%
of jobs here are estimated to be exposed to generative AI, above the national 21% (+0.1 pts).
MODEL9th of 15 regions3,787 exposed workers

Key numbers

PopulationWIKIDATA
50.5K
as of 2011
Share of national populationWIKIDATA
2.0%
11th largest of 15
People in workMODEL
17.9K
national total × population share
Highest-exposure jobsMODEL
2.9%
national 2.9%
Area
106K km²
0 people per km²
Settlement patternMODEL
Mixed
26% live in major cities
Largest city
Tshabong
9,679 (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.

Kgalagadi Botswana
Agriculture 17.3%
Public admin 16.6%
Retail & wholesale 14.3%
Business services 8.2%
Education 7.7%
Other services 7.4%
Construction 7.0%
Manufacturing 6.6%
Hospitality 4.4%
Health & care 3.5%
Transport & logistics 2.6%
Mining 1.3%
Utilities 1.2%
Finance 0.9%
ICT & software 0.7%

Exposed workers by sector

MODEL
Public admin 1,018 Retail & wholesale 647 Education 502 Business services 320 Other services 226 Agriculture 209 Health & care 204 Hospitality 151

Ranking in Botswana

MODEL

By modelled AI exposure, out of 15 regions.

6Kweneng 22% 7Southern 22% 8Central 22% 9Kgalagadi 21% 10Ghanzi 21% 11Selebi-Phikwe 20% 12Jwaneng 20%
About these estimates. No source publishes AI exposure by region for every country. The model splits Botswana'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 Botswana

All of Botswana →