AI Job Atlas
AI & jobs · Country profile

Poland

High income Capital: Warsaw 16 regions
33%
of jobs are in occupations exposed to generative AI. That's about 6.1M people.
MODEL41st of 183 most exposed World 21%High income 35%

Key numbers

Workers in exposed jobsMODEL
6.1M
of 18.5M in work
Highest-exposure jobsMODEL
5.7%
1M people
People in workILO
18.5M
46% women
UnemploymentWORLD BANK
3.0%
2025
Youth unemploymentWORLD BANK
10.7%
ages 15–24
GDP per capitaWORLD BANK
$28,420
US$, 2025
Internet usersWORLD BANK
89%
of population
AI preparednessIMF
0.60
37th of 165
PopulationWORLD BANK
36.4M
Tertiary enrolmentWORLD BANK
81%
gross ratio
Vulnerable employmentWORLD BANK
15%
own-account & family workers
Urban populationWORLD BANK
60%

Women and men

MODEL

Based on the real occupation mix of women’s and men’s jobs (ILO).

Women: any exposure 40%
Men: any exposure 26%
Women: highest exposure 7.3%
Men: highest exposure 4.3%

Women are +14.1 pts more exposed, mostly because they hold more clerical and administrative jobs.

How it compares

MODEL
Poland 33%
High income 35%
Europe & Central Asia 32%
World 21%

AI preparedness

IMF
PolandHigh income average
Digital infrastructure 0.17
Human capital & labour policy 0.14
Innovation & integration 0.14
Regulation & ethics 0.15

IMF AI Preparedness Index (2023). The four parts sum to the overall score of 0.60 (0–1 scale).

Exposure vs preparedness

Poland 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 Poland