AI Job Atlas
AI & jobs · Statistical Region in North Macedonia

Kumanovo

Statistical Region MK-47
28%
of jobs here are estimated to be exposed to generative AI, below the national 29% (−0.6 pts).
MODEL15th of 84 regions8,224 exposed workers

Key numbers

PopulationWIKIDATA
98.1K
as of 2021
Share of national populationWIKIDATA
4.2%
2nd largest of 84
People in workMODEL
28.9K
national total × population share
Highest-exposure jobsMODEL
4.6%
national 4.7%
Area
510 km²
192 people per km²
Settlement patternMODEL
Mixed
0% live in major cities
Mapped towns & cities
0
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.

Kumanovo North Macedonia
Manufacturing 20.3%
Retail & wholesale 14.7%
Agriculture 9.5%
Public admin 7.4%
Health & care 7.1%
Construction 6.8%
Education 6.6%
Transport & logistics 5.3%
Business services 5.0%
Other services 4.7%
Hospitality 4.0%
Utilities 3.3%
ICT & software 2.8%
Finance 1.6%
Mining 0.9%

Exposed workers by sector

MODEL
Retail & wholesale 1,379 Manufacturing 1,075 Public admin 988 Education 910 Health & care 865 Business services 590 Other services 383 ICT & software 371

Ranking in North Macedonia

MODEL

By modelled AI exposure, out of 84 regions.

12Gazi Baba 29% 13Butel 29% 14Aračinovo 29% 15Kumanovo 28% 16Ilinden 28% 17Saraj 28% 18Bogovinje 28%
About these estimates. No source publishes AI exposure by region for every country. The model splits North Macedonia'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 North Macedonia

All of North Macedonia →