AI Job Atlas
AI & jobs · Region in Russian Federation

Kaluga

Region RU-KLU Largest city: Kaluga
31%
of jobs here are estimated to be exposed to generative AI, below the national 31% (−0.1 pts).
MODEL59th of 86 regions151K exposed workers

Key numbers

PopulationWIKIDATA
1M
as of 2021
Share of national populationWIKIDATA
0.7%
48th largest of 86
People in workMODEL
492K
national total × population share
Highest-exposure jobsMODEL
3.8%
national 3.8%
Area
29.3K km²
34 people per km²
Settlement patternMODEL
Mixed
49% live in major cities
Largest city
Kaluga
339K (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.

Kaluga Russian Federation
Retail & wholesale 15.5%
Manufacturing 14.1%
Education 9.8%
Transport & logistics 8.9%
Health & care 8.0%
Business services 8.0%
Construction 7.0%
Public admin 6.9%
Other services 5.0%
Agriculture 4.7%
Utilities 3.2%
Hospitality 2.8%
Mining 2.2%
Finance 2.0%
ICT & software 1.9%

Exposed workers by sector

MODEL
Retail & wholesale 24.3K Education 23.2K Health & care 17K Business services 16.4K Public admin 14.8K Manufacturing 13.5K Transport & logistics 8,327 Other services 7,528

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

56Khanty-Mansi Autonomous Okrug 31% 57Bashkortostan 31% 58Belgorod 31% 59Kaluga 31% 60Pskov 31% 61Mari El Republic 31% 62Vladimir 31%
About these estimates. No source publishes AI exposure by region for every country. The model splits Russian Federation'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 Russian Federation

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