AI Job Atlas
AI & jobs · Province in Zambia

Muchinga

Province ZM-10 Largest city: Mpika
12%
of jobs here are estimated to be exposed to generative AI, below the national 15% (−2.9 pts).
MODEL10th of 10 regions113K exposed workers

Key numbers

PopulationMODEL
≈2.8M
estimated from area
Share of national populationMODEL
12.4%
3rd largest of 10
People in workMODEL
933K
national total × population share
Highest-exposure jobsMODEL
0.9%
national 1.3%
Area
96.1K km²
Settlement patternMODEL
Rural
2% live in major cities
Largest city
Mpika
28.4K (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.

Muchinga Zambia
Agriculture 70.5%
Retail & wholesale 9.6%
Manufacturing 3.6%
Other services 3.2%
Education 2.5%
Construction 2.4%
Transport & logistics 2.0%
Business services 1.5%
Mining 1.1%
Hospitality 1.1%
Health & care 1.1%
Public admin 0.7%
Finance 0.3%
Utilities 0.3%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 46.8K Retail & wholesale 24.4K Education 9,712 Other services 6,651 Manufacturing 4,604 Business services 3,922 Health & care 3,385 Transport & logistics 3,021

Ranking in Zambia

MODEL

By modelled AI exposure, out of 10 regions.

4Northern 16% 5Central 16% 6Eastern 15% 7Luapula 15% 8Western 13% 9Northwestern 13% 10Muchinga 12%
About these estimates. No source publishes AI exposure by region for every country. The model splits Zambia'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 Zambia

All of Zambia →