AI Job Atlas
AI & jobs · Region in Kazakhstan

Almaty

Region Largest city: Taldyqorghan
22%
of jobs here are estimated to be exposed to generative AI, below the national 26% (−4.4 pts).
MODEL16th of 16 regions250K exposed workers

Key numbers

PopulationWIKIDATA
2.1M
as of 2021
Share of national populationWIKIDATA
11.9%
2nd largest of 16
People in workMODEL
1.1M
national total × population share
Highest-exposure jobsMODEL
2.8%
national 3.6%
Area
221K km²
10 people per km²
Settlement patternMODEL
Very rural
16% live in major cities
Largest city
Taldyqorghan
88.4K (metro)
Mapped towns & cities
9
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.

Almaty Kazakhstan
Agriculture 28.5%
Retail & wholesale 13.7%
Education 11.6%
Construction 6.8%
Transport & logistics 6.2%
Manufacturing 6.2%
Health & care 5.2%
Other services 4.5%
Business services 4.0%
Public admin 3.8%
Mining 3.6%
Utilities 2.4%
Hospitality 2.0%
Finance 0.8%
ICT & software 0.7%

Exposed workers by sector

MODEL
Education 57.4K Retail & wholesale 45K Agriculture 23.1K Health & care 22.6K Public admin 17.6K Business services 14K Transport & logistics 13.5K Manufacturing 11.7K

Ranking in Kazakhstan

MODEL

By modelled AI exposure, out of 16 regions.

10Atyrau 26% 11Jambyl 26% 12West Kazakhstan 26% 13Turkistan 26% 14Akmola 26% 15Mangystau 25% 16Almaty 22%
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 →