AI Job Atlas
AI & jobs · Province in Turkmenistan

Mary

Province TM-M Largest city: Mary
22%
of jobs here are estimated to be exposed to generative AI, below the national 24% (−1.8 pts).
MODEL5th of 5 regions163K exposed workers

Key numbers

PopulationWIKIDATA
1.6M
as of 2022
Share of national populationWIKIDATA
34.5%
1st largest of 5
People in workMODEL
727K
national total × population share
Highest-exposure jobsMODEL
3.4%
national 3.8%
Area
85.2K km²
19 people per km²
Settlement patternMODEL
Rural
11% live in major cities
Largest city
Mary
179K (metro)
Mapped towns & cities
1
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.

Mary Turkmenistan
Agriculture 28.8%
Manufacturing 17.6%
Retail & wholesale 12.5%
Education 7.9%
Construction 7.7%
Transport & logistics 5.4%
Health & care 4.4%
Public admin 4.1%
Other services 3.6%
Business services 2.5%
Utilities 1.6%
Hospitality 1.5%
Finance 1.0%
ICT & software 0.9%
Mining 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 28.6K Education 26.3K Manufacturing 23.5K Agriculture 15.8K Public admin 13.4K Health & care 13K Transport & logistics 7,908 Construction 7,275

Ranking in Turkmenistan

MODEL

By modelled AI exposure, out of 5 regions.

1Ahal 28% 2Daşoguz 26% 3Balkan 24% 4Lebap 24% 5Mary 22%
About these estimates. No source publishes AI exposure by region for every country. The model splits Turkmenistan'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 Turkmenistan

All of Turkmenistan →