AI Job Atlas
AI & jobs · Region in Russian Federation

Rostov

Region RU-ROS Largest city: Rostov
31%
of jobs here are estimated to be exposed to generative AI, above the national 31% (+0.3 pts).
MODEL33rd of 86 regions632K exposed workers

Key numbers

PopulationWIKIDATA
4.1M
as of 2025
Share of national populationWIKIDATA
2.8%
6th largest of 86
People in workMODEL
2M
national total × population share
Highest-exposure jobsMODEL
3.8%
national 3.8%
Area
101K km²
41 people per km²
Settlement patternMODEL
Mixed
56% live in major cities
Largest city
Rostov
1.1M (metro)
Mapped towns & cities
11
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.

Rostov Russian Federation
Retail & wholesale 15.6%
Manufacturing 13.9%
Education 9.7%
Transport & logistics 8.9%
Business services 8.6%
Health & care 8.0%
Public admin 7.1%
Construction 6.9%
Other services 5.0%
Agriculture 4.0%
Utilities 3.1%
Hospitality 2.8%
Finance 2.2%
Mining 2.1%
ICT & software 2.1%

Exposed workers by sector

MODEL
Retail & wholesale 100K Education 94.6K Business services 72.8K Health & care 70.5K Public admin 62.9K Manufacturing 55.1K Transport & logistics 34.3K Other services 31.2K

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

30Perm Krai 31% 31Primorsky Krai 31% 32Karelia 31% 33Rostov 31% 34Kaliningrad 31% 35Novosibirsk 31% 36Astrakhan 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

All of Russian Federation →