AI Job Atlas
AI & jobs · Territory in Russian Federation

Krasnodar Krai

Territory RU-KDA Largest city: Krasnodar
30%
of jobs here are estimated to be exposed to generative AI, below the national 31% (−0.8 pts).
MODEL71st of 86 regions862K exposed workers

Key numbers

PopulationWIKIDATA
5.8M
as of 2025
Share of national populationWIKIDATA
4.0%
3rd largest of 86
People in workMODEL
2.9M
national total × population share
Highest-exposure jobsMODEL
3.7%
national 3.8%
Area
74.9K km²
78 people per km²
Settlement patternMODEL
Rural
34% live in major cities
Largest city
Krasnodar
650K (metro)
Mapped towns & cities
12
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.

Krasnodar Krai Russian Federation
Retail & wholesale 15.4%
Manufacturing 14.3%
Education 10.0%
Transport & logistics 8.9%
Health & care 7.9%
Construction 7.0%
Business services 6.9%
Public admin 6.5%
Agriculture 6.5%
Other services 5.0%
Utilities 3.2%
Hospitality 2.8%
Mining 2.4%
Finance 1.7%
ICT & software 1.5%

Exposed workers by sector

MODEL
Retail & wholesale 140K Education 137K Health & care 98.3K Business services 82.4K Public admin 81.7K Manufacturing 80.6K Transport & logistics 48.5K Other services 43.4K

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

68Republic of Buryatia 30% 69Kabardino-Balkaria 30% 70Nenets Autonomous Okrug 30% 71Krasnodar Krai 30% 72Sakha Republic 30% 73Republic of Kalmykia 30% 74Republic of Adygea 30%
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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