AI & jobs · Country profile
Russian Federation
31%
of jobs are in occupations exposed to generative AI. That's about 22M people.
MODEL52nd of 183 most exposed
World 21%High income 35%
Key numbers
Workers in exposed jobsMODEL
22M
of 71.5M in work
Highest-exposure jobsMODEL
3.8%
2.7M people
People in workILO
71.5M
49% women
UnemploymentWORLD BANK
2.1%
2025
Youth unemploymentWORLD BANK
7.6%
ages 15–24
GDP per capitaWORLD BANK
$17,547
US$, 2025
Internet usersWORLD BANK
94%
of population
AI preparednessIMF
0.56
46th of 165
PopulationWORLD BANK
143.5M
Tertiary enrolmentWORLD BANK
60%
gross ratio
Vulnerable employmentWORLD BANK
5%
own-account & family workers
Urban populationWORLD BANK
75%
Women and men
MODELBased on the real occupation mix of women’s and men’s jobs (ILO).
Women are +16.1 pts more exposed, mostly because they hold more clerical and administrative jobs.
How it compares
MODELAI preparedness
IMFRussian FederationHigh income average
IMF AI Preparedness Index (2023). The four parts sum to the overall score of 0.56 (0–1 scale).
Exposure vs preparedness
Russian Federation is highlighted. The other dots are all countries with both measures.
Sources: ILO modelled estimates 2025 · World Bank WDI · IMF AIPI · Anthropic Economic Index · Wikidata · Natural Earth. How the estimates are made.
Regions of Russian Federation
- Moskva 33% exposed
- Moskovskaya 27% exposed
- Krasnodar Krai 30% exposed
- Saint Petersburg 33% exposed
- Sverdlovsk 31% exposed
- Rostov 31% exposed
- Bashkortostan 31% exposed
- Republic of Tatarstan 31% exposed
- Tyumen 28% exposed
- Chelyabinsk 31% exposed
- Republic of Dagestan 29% exposed
- Samara 32% exposed
- Nizhny Novgorod 31% exposed
- Stavropol Krai 30% exposed
- Krasnoyarsk Krai 31% exposed
- Novosibirsk 31% exposed
- Kemerovo 32% exposed
- Perm Krai 31% exposed
- Volgograd 31% exposed
- Saratov 31% exposed
- Irkutsk 31% exposed
- Voronezh 30% exposed
- Leningrad 28% exposed
- Autonomous Republic of Crimea 30% exposed
- Orenburg 31% exposed
- Omsk 31% exposed
- Primorsky Krai 31% exposed
- Khanty-Mansi Autonomous Okrug 31% exposed
- Udmurt Republic 31% exposed
- Chechen Republic 28% exposed
- Belgorod 31% exposed
- Tula 31% exposed
- Vladimir 31% exposed
- Khabarovsk Krai 31% exposed
- Penza 31% exposed
- Tver 31% exposed
- Yaroslavl 32% exposed
- Ulyanovsk 31% exposed
- Chuvash Republic 31% exposed
- Vologda 31% exposed
- Bryansk 31% exposed
- Kirov 31% exposed
- Lipetsk 31% exposed
- Kursk 31% exposed
- Ryazan 31% exposed
- Tomsk 31% exposed
- Sakha Republic 30% exposed
- Kaluga 31% exposed
- Kaliningrad 31% exposed
- Arkhangelsk 31% exposed
- Zabaykalsky Krai 30% exposed
- Republic of Buryatia 30% exposed
- Tambov 31% exposed
- Astrakhan 31% exposed
- Ivanovo 31% exposed
- Kabardino-Balkaria 30% exposed
- Smolensk 31% exposed
- Republic of Mordovia 31% exposed
- Amur 31% exposed
- Kurgan 31% exposed
- Komi Republic 31% exposed
- Oryol 31% exposed
- Republic of North Ossetia-Alania 31% exposed
- Mari El Republic 31% exposed
- Murmansk 32% exposed
- Pskov 31% exposed
- Novgorod 31% exposed
- Kostroma 31% exposed
- Republic of Ingushetia 28% exposed
- Republic of Khakassia 28% exposed
- Karelia 31% exposed
- Yamalo-Nenets Autonomous Okrug 32% exposed
- Republic of Adygea 30% exposed
- Sevastopol 32% exposed
- Karachay-Cherkess Republic 29% exposed
- Sakhalin 31% exposed
- Tuva Republic 29% exposed
- Kamchatka Krai 31% exposed
- Republic of Kalmykia 30% exposed
- Gorno-Altay 29% exposed
- Altay 32% exposed
- Jewish 31% exposed
- Magadan 31% exposed
- Chukotka Autonomous Okrug 31% exposed
- Nenets Autonomous Okrug 30% exposed
- RUS+99? 27% exposed