AI Job Atlas
AI & jobs · District in Serbia

Šumadija

District RS-12 Largest city: Kragujevac
31%
of jobs here are estimated to be exposed to generative AI, above the national 29% (+2.6 pts).
MODEL3rd of 25 regions40.4K exposed workers

Key numbers

PopulationWIKIDATA
270K
as of 2022
Share of national populationWIKIDATA
4.1%
8th largest of 25
People in workMODEL
130K
national total × population share
Highest-exposure jobsMODEL
6.0%
national 5.3%
Area
2,387 km²
113 people per km²
Settlement patternMODEL
Urban
64% live in major cities
Largest city
Kragujevac
171K (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.

Šumadija Serbia
Manufacturing 18.6%
Retail & wholesale 13.6%
Agriculture 9.6%
Business services 8.6%
Education 6.7%
Health & care 6.2%
Construction 6.0%
Public admin 5.8%
Transport & logistics 5.6%
ICT & software 5.3%
Other services 4.4%
Hospitality 3.8%
Utilities 2.5%
Finance 2.2%
Mining 1.1%

Exposed workers by sector

MODEL
Retail & wholesale 6,165 Manufacturing 5,042 Business services 4,743 Education 4,161 Public admin 3,718 Health & care 3,487 ICT & software 3,176 Transport & logistics 1,860

Ranking in Serbia

MODEL

By modelled AI exposure, out of 25 regions.

1Belgrade 34% 2Nišava 31% 3Šumadija 31% 4North Bačka 31% 5Moravica 31% 6South Bačka 31% 7Central Banat 30%
About these estimates. No source publishes AI exposure by region for every country. The model splits Serbia'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 Serbia

All of Serbia →