AI Job Atlas
AI & jobs · District in Malawi

Mulanje

District MW-MU Largest city: Mulanje
14%
of jobs here are estimated to be exposed to generative AI, above the national 13% (+0.6 pts).
MODEL10th of 28 regions16.1K exposed workers

Key numbers

PopulationMODEL
≈332K
estimated from area
Share of national populationMODEL
1.5%
23rd largest of 28
People in workMODEL
118K
national total × population share
Highest-exposure jobsMODEL
1.0%
national 0.9%
Area
1,806 km²
Settlement patternMODEL
Mixed
5% live in major cities
Largest city
Mulanje
16.5K (metro)
Mapped towns & cities
1
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.

Mulanje Malawi
Agriculture 61.3%
Retail & wholesale 16.8%
Manufacturing 3.7%
Construction 3.5%
Transport & logistics 3.4%
Other services 3.1%
Education 1.9%
Hospitality 1.6%
Business services 1.2%
Public admin 1.1%
Mining 0.6%
Health & care 0.5%
Finance 0.4%
ICT & software 0.3%
Utilities 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 5,502 Agriculture 5,087 Education 942 Other services 888 Manufacturing 613 Transport & logistics 566 Hospitality 491 Public admin 456

Ranking in Malawi

MODEL

By modelled AI exposure, out of 28 regions.

7Mwanza 14% 8Mzimba 14% 9Mangochi 14% 10Mulanje 14% 11Nkhotakota 13% 12Mchinji 13% 13Karonga District 12%
About these estimates. No source publishes AI exposure by region for every country. The model splits Malawi'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 Malawi

All of Malawi →