AI Job Atlas
AI & jobs · Region in Kazakhstan

Mangystau

Region KZ-MAN Largest city: Mangyshlak
25%
of jobs here are estimated to be exposed to generative AI, below the national 26% (−1.8 pts).
MODEL15th of 16 regions95.9K exposed workers

Key numbers

PopulationWIKIDATA
735K
as of 2021
Share of national populationWIKIDATA
4.1%
13th largest of 16
People in workMODEL
389K
national total × population share
Highest-exposure jobsMODEL
3.3%
national 3.6%
Area
164K km²
4 people per km²
Settlement patternMODEL
Rural
27% live in major cities
Largest city
Mangyshlak
147K (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.

Mangystau Kazakhstan
Agriculture 17.4%
Retail & wholesale 15.8%
Education 12.7%
Construction 7.6%
Transport & logistics 7.0%
Manufacturing 6.7%
Health & care 6.0%
Business services 6.0%
Other services 5.2%
Public admin 4.8%
Mining 3.4%
Utilities 2.7%
Hospitality 2.3%
Finance 1.4%
ICT & software 1.1%

Exposed workers by sector

MODEL
Education 21.5K Retail & wholesale 17.8K Health & care 8,937 Public admin 7,606 Business services 7,202 Transport & logistics 5,252 Agriculture 4,818 Other services 4,377

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 →