AI Job Atlas
AI & jobs · Region in Russian Federation

Astrakhan

Region RU-AST Largest city: Astrakhan
31%
of jobs here are estimated to be exposed to generative AI, above the national 31% (+0.2 pts).
MODEL36th of 86 regions144K exposed workers

Key numbers

PopulationWIKIDATA
946K
as of 2024
Share of national populationWIKIDATA
0.7%
54th largest of 86
People in workMODEL
465K
national total × population share
Highest-exposure jobsMODEL
3.8%
national 3.8%
Area
46K km²
21 people per km²
Settlement patternMODEL
Mixed
58% live in major cities
Largest city
Astrakhan
503K (metro)
Mapped towns & cities
2
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.

Astrakhan Russian Federation
Retail & wholesale 15.6%
Manufacturing 13.9%
Education 9.7%
Transport & logistics 8.9%
Business services 8.5%
Health & care 8.0%
Public admin 7.1%
Construction 6.9%
Other services 5.0%
Agriculture 4.1%
Utilities 3.1%
Hospitality 2.8%
Finance 2.2%
Mining 2.1%
ICT & software 2.1%

Exposed workers by sector

MODEL
Retail & wholesale 23K Education 21.7K Business services 16.5K Health & care 16.1K Public admin 14.3K Manufacturing 12.6K Transport & logistics 7,859 Other services 7,133

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

33Rostov 31% 34Kaliningrad 31% 35Novosibirsk 31% 36Astrakhan 31% 37Krasnoyarsk Krai 31% 38Ryazan 31% 39Tver 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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