AI Job Atlas
AI & jobs · Region in Russian Federation

Vologda

Region RU-VLG Largest city: Cherepovets
31%
of jobs here are estimated to be exposed to generative AI, above the national 31% (+0.1 pts).
MODEL46th of 86 regions176K exposed workers

Key numbers

PopulationWIKIDATA
1.2M
as of 2021
Share of national populationWIKIDATA
0.8%
40th largest of 86
People in workMODEL
570K
national total × population share
Highest-exposure jobsMODEL
3.8%
national 3.8%
Area
145K km²
8 people per km²
Settlement patternMODEL
Mixed
59% live in major cities
Largest city
Cherepovets
312K (metro)
Mapped towns & cities
4
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.

Vologda Russian Federation
Retail & wholesale 15.6%
Manufacturing 14.0%
Education 9.8%
Transport & logistics 8.9%
Business services 8.3%
Health & care 8.0%
Public admin 7.0%
Construction 6.9%
Other services 5.0%
Agriculture 4.3%
Utilities 3.2%
Hospitality 2.8%
Mining 2.2%
Finance 2.1%
ICT & software 2.0%

Exposed workers by sector

MODEL
Retail & wholesale 28.2K Education 26.7K Health & care 19.8K Business services 19.7K Public admin 17.4K Manufacturing 15.6K Transport & logistics 9,646 Other services 8,739

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

43Kurgan 31% 44Penza 31% 45Smolensk 31% 46Vologda 31% 47Chuvash Republic 31% 48Tomsk 31% 49Tambov 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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