AI Job Atlas
AI & jobs · Province in Turkmenistan

Ahal

Province TM-A Capital region Largest city: Ashgabat
28%
of jobs here are estimated to be exposed to generative AI, above the national 24% (+3.9 pts).
MODEL1st of 5 regions112K exposed workers

Key numbers

PopulationWIKIDATA
887K
as of 2022
Share of national populationWIKIDATA
19.0%
3rd largest of 5
People in workMODEL
400K
national total × population share
Highest-exposure jobsMODEL
4.7%
national 3.8%
Area
100K km²
9 people per km²
Settlement patternMODEL
Highly urban
99% live in major cities
Largest city
Ashgabat
728K (metro)
Mapped towns & cities
4
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.

Ahal Turkmenistan
Manufacturing 19.3%
Retail & wholesale 15.9%
Construction 9.0%
Education 8.9%
Agriculture 8.2%
Transport & logistics 6.6%
Public admin 6.4%
Business services 6.0%
Health & care 5.6%
Other services 4.5%
ICT & software 2.9%
Finance 2.9%
Hospitality 1.9%
Utilities 1.8%
Mining 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 19.9K Education 16.2K Manufacturing 14.2K Public admin 11.5K Health & care 9,040 Business services 8,704 Finance 6,141 Transport & logistics 5,285

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 →