AI Job Atlas
AI & jobs · Region in Kazakhstan

Pavlodar

Region KZ-PAV Largest city: Pavlodar
28%
of jobs here are estimated to be exposed to generative AI, above the national 26% (+1.4 pts).
MODEL4th of 16 regions111K exposed workers

Key numbers

PopulationWIKIDATA
757K
as of 2021
Share of national populationWIKIDATA
4.2%
12th largest of 16
People in workMODEL
401K
national total × population share
Highest-exposure jobsMODEL
3.9%
national 3.6%
Area
124K km²
6 people per km²
Settlement patternMODEL
Urban
63% live in major cities
Largest city
Pavlodar
329K (metro)
Mapped towns & cities
5
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.

Pavlodar Kazakhstan
Retail & wholesale 17.4%
Education 12.7%
Business services 10.4%
Construction 7.8%
Transport & logistics 7.5%
Manufacturing 6.6%
Health & care 6.6%
Agriculture 6.4%
Public admin 6.2%
Other services 5.7%
Mining 2.7%
Finance 2.7%
Utilities 2.6%
Hospitality 2.5%
ICT & software 2.4%

Exposed workers by sector

MODEL
Education 22.2K Retail & wholesale 20.1K Business services 12.8K Health & care 10.1K Public admin 10K Transport & logistics 5,755 Finance 5,429 Other services 4,945

Ranking in Kazakhstan

MODEL

By modelled AI exposure, out of 16 regions.

1Almaty City 28% 2Karaganda 28% 3East Kazakhstan 28% 4Pavlodar 28% 5Kostanay 28% 6Nur-Sultan 28% 7North Kazakhstan 27%
About these estimates. No source publishes AI exposure by region for every country. The model splits Kazakhstan'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 Kazakhstan

All of Kazakhstan →