AI Job Atlas
AI & jobs · Autonomous Province in Russian Federation

Khanty-Mansi Autonomous Okrug

Autonomous Province RU-KHM Largest city: Surgut
31%
of jobs here are estimated to be exposed to generative AI, below the national 31% (−0.1 pts).
MODEL56th of 86 regions266K exposed workers

Key numbers

PopulationWIKIDATA
1.8M
as of 2024
Share of national populationWIKIDATA
1.2%
28th largest of 86
People in workMODEL
865K
national total × population share
Highest-exposure jobsMODEL
3.8%
national 3.8%
Area
531K km²
3 people per km²
Settlement patternMODEL
Mixed
59% live in major cities
Largest city
Surgut
400K (metro)
Mapped towns & cities
13
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.

Khanty-Mansi Autonomous Okrug Russian Federation
Retail & wholesale 15.5%
Manufacturing 14.0%
Education 9.8%
Transport & logistics 8.9%
Health & care 8.0%
Business services 8.0%
Construction 7.0%
Public admin 6.9%
Other services 5.0%
Agriculture 4.7%
Utilities 3.2%
Hospitality 2.8%
Mining 2.2%
Finance 2.0%
ICT & software 1.9%

Exposed workers by sector

MODEL
Retail & wholesale 42.6K Education 40.7K Health & care 29.9K Business services 28.9K Public admin 26.1K Manufacturing 23.8K Transport & logistics 14.6K Other services 13.2K

Ranking in Russian Federation

MODEL

By modelled AI exposure, out of 86 regions.

53Kamchatka Krai 31% 54Novgorod 31% 55Amur 31% 56Khanty-Mansi Autonomous Okrug 31% 57Bashkortostan 31% 58Belgorod 31% 59Kaluga 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 →