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Tier C Russian Federation · 2025

AI Job Risk in Russian Federation - Which Occupations Are Most at Risk?

The short answer: Clerical support workers score 8.5/10 - the highest AI exposure in Russian Federation.

Which jobs are most at risk from AI in Russian Federation? Clerical support workers leads at 8.5/10. Workforce average: 4.6/10. Data covers 73.5M workers. Free. Official government data.

Total Workforce
73.5M
workers tracked
Avg AI Exposure
4.6/10
workforce-weighted
Most Exposed
Clerical support workers
8.5/10
Safest Occupation
Elementary occupations
2.0/10
Informal Employment
19.2%
of workforce (ILO)

All Occupations Ranked by AI Exposure

9 ISCO-08 occupation groups · data year 2025 · Tier C ILO employment data with gender breakdown and time-series 2010-2025

ISCO Occupation Group AI Exposure Robotics Risk WFH Potential Employment
4 Clerical support workers 8.5/10 2.5/10 8.5/10 2.7M
2 Professionals 6.5/10 1.5/10 7.5/10 20.7M
1 Managers 5.5/10 1.5/10 7.0/10 3.5M
3 Technicians and associate professionals 5.5/10 3.5/10 4.5/10 10.9M
5 Service and sales workers 3.5/10 4.5/10 1.5/10 11.2M
6 Skilled agricultural, forestry and fishery workers 3.0/10 6.5/10 1.0/10 1.5M
8 Plant and machine operators and assemblers 3.0/10 7.5/10 1.0/10 8.9M
7 Craft and related trades workers 2.5/10 4.5/10 1.0/10 9.2M
9 Elementary occupations 2.0/10 5.5/10 0.5/10 4.8M

AI/robotics/WFH scores are research-based estimates (Frey-Osborne, OECD, IMF 2024), not official statistics. Hover occupation name for rationale. Employment from: ILO ILOSTAT (CC BY 4.0).

AI Disruption Context

World Bank indicators showing when disruption will arrive and how resilient the workforce is.

Risk Velocity
10.0/10
Disruption imminent (1-3 years)
Recovery Resilience
7.1/10
High resilience - workers can pivot
Sovereign Buffer
8.8/10
Strong buffer - government can support transitions
Demographic Alignment
Labor shortage solver
Aging workforce means automation fills critical gaps

Source: World Bank Open Data (CC BY 4.0) - IT.NET.BBND.P2, IT.NET.SECR.P6, HD_HCIP_OTJL_TO, SP social protection indicators.

Workforce Composition Trend

Employment share by occupation group, 2016-2025 - ILO ILOSTAT (CC BY 4.0). Lines show share of total employment; color indicates AI exposure level.

0%10%20% 201620182020202220242025 +4.5pp-2.3pp Professionals (28.2%)Service & Sales (15.3%)Technicians (14.9%)Trades (12.5%)Operators (12.1%)Elementary (6.6%)Managers (4.7%)Clerical (3.6%)Agriculture (2.1%)
High AI exposure (7+) Medium (5-7) Low (<5)

Source: ILO ILOSTAT Employment by sex and occupation (ISCO-08), CC BY 4.0. Share = group employment / total employment. Highlighted lines show largest gainer and loser.

Economy at a Glance

World Bank Open Data (CC BY 4.0) - most recent available year per indicator.

GDP per capita$17,547 (2025)
Population143.5M (2025)
Labour force participation76.1% (female: 71.9%) (2025)
Unemployment rate2.1% (2025)
Poverty ($3/day)0.2% (2023)
Gini inequality index33 (2023)
Adult literacy rate99.9% (2021)
Life expectancy73.4 years (2024)

Human Development Index

UNDP Human Development Report 2022 (CC BY 3.0 IGO).

HDI score0.821 (Very High)
Global HDI rank#56
GNI per capita (PPP)$26,992
Life expectancy70.1 years
Expected years of schooling15.7 years
Mean years of schooling12.4 years

Frequently Asked Questions

Which job is most at risk from AI in Russian Federation?
Clerical support workers has the highest AI exposure score in Russian Federation at 8.5/10. This occupation involves routine information handling that current AI systems can perform effectively.
What is the average AI exposure score in Russian Federation?
The workforce-weighted average AI exposure score in Russian Federation is 4.6/10, covering 73.5M workers across 9 occupation groups. Each group is weighted by its share of total employment.
Which jobs are safest from AI in Russian Federation?
Elementary occupations has the lowest AI exposure score in Russian Federation at 2.0/10. These roles require physical presence or manual dexterity in unpredictable environments that current AI cannot automate at scale.
When will AI disruption arrive in Russian Federation?
Based on digital infrastructure readiness, Russian Federation scores 10.0/10 for AI Risk Velocity. Disruption imminent (1-3 years). This is derived from World Bank broadband and secure internet server data.
How well can Russian Federation's workforce adapt to AI disruption?
Russian Federation scores 7.1/10 for Workforce Recovery Capacity. High resilience - workers can pivot. This combines the World Bank Human Capital Index on-the-job learning score and social protection coverage data.
Is automation good or bad for Russian Federation's workforce?
Russian Federation is classified as 'Labor shortage solver'. Aging workforce means automation fills critical gaps. This is based on World Bank old-age dependency ratio and fertility rate data.
Where does the Russian Federation workforce data come from?
The Russian Federation data comes from: ILO ILOSTAT (CC BY 4.0). All data is from official government or intergovernmental sources and is freely available at worldjobsdata.com.
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