AI Job Atlas
AI & jobs · Province in Thailand

Nakhon Ratchasima

Province TH-30 Largest city: Nakhon Ratchasima
20%
of jobs here are estimated to be exposed to generative AI, above the national 20% (+0.2 pts).
MODEL28th of 77 regions321K exposed workers

Key numbers

PopulationWIKIDATA
2.6M
as of 2014
Share of national populationWIKIDATA
4.0%
2nd largest of 77
People in workMODEL
1.6M
national total × population share
Highest-exposure jobsMODEL
3.1%
national 3.0%
Area
20.8K km²
126 people per km²
Settlement patternMODEL
Mixed
14% live in major cities
Largest city
Nakhon Ratchasima
335K (metro)
Mapped towns & cities
2
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.48×
usage share ÷ population share
Share of national useANTHROPIC
1.9%
4.0% of population
Work-relatedANTHROPIC
48%
national 53%
Automation-styleANTHROPIC
53%
national 53%
Augmentation 47%Automation 53%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Nakhon Ratchasima Thailand
Agriculture 26.7%
Retail & wholesale 17.9%
Manufacturing 16.4%
Hospitality 9.0%
Construction 6.1%
Public admin 4.5%
Other services 4.3%
Transport & logistics 4.2%
Business services 3.7%
Education 2.9%
Health & care 2.2%
Finance 1.1%
Utilities 0.5%
ICT & software 0.4%
Mining 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 84.5K Manufacturing 36.8K Hospitality 34.7K Agriculture 30.9K Public admin 30.6K Education 20.1K Business services 19.6K Other services 15.9K

Ranking in Thailand

MODEL

By modelled AI exposure, out of 77 regions.

25Khon Kaen 20% 26Ubon Ratchathani 20% 27Uttaradit 20% 28Nakhon Ratchasima 20% 29Prachuap Khiri Khan 20% 30Ratchaburi 20% 31Surat Thani 20%
About these estimates. No source publishes AI exposure by region for every country. The model splits Thailand'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 Thailand

All of Thailand →