AI Job Atlas
AI & jobs · Region in Russian Federation

Volgograd

Region RU-VGG Largest city: Volgograd
31%
of jobs here are estimated to be exposed to generative AI, above the national 31% (+0.5 pts).
MODEL18th of 86 regions375K exposed workers

Key numbers

PopulationWIKIDATA
2.4M
as of 2025
Share of national populationWIKIDATA
1.7%
19th largest of 86
People in workMODEL
1.2M
national total × population share
Highest-exposure jobsMODEL
3.9%
national 3.8%
Area
113K km²
22 people per km²
Settlement patternMODEL
Mixed
66% live in major cities
Largest city
Volgograd
984K (metro)
Mapped towns & cities
8
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.

Volgograd Russian Federation
Retail & wholesale 15.6%
Manufacturing 13.7%
Education 9.6%
Business services 9.0%
Transport & logistics 8.8%
Health & care 8.0%
Public admin 7.2%
Construction 6.9%
Other services 5.0%
Agriculture 3.5%
Utilities 3.1%
Hospitality 2.8%
Finance 2.4%
ICT & software 2.3%
Mining 2.0%

Exposed workers by sector

MODEL
Retail & wholesale 59.1K Education 55.1K Business services 45.1K Health & care 41.5K Public admin 37.6K Manufacturing 32.1K Transport & logistics 20.1K Other services 18.4K

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

15Chelyabinsk 31% 16Republic of North Ossetia-Alania 31% 17Khabarovsk Krai 31% 18Volgograd 31% 19Omsk 31% 20Komi Republic 31% 21Sverdlovsk 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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