AI Job Atlas
AI & jobs · Province in Dem. Rep. Korea

Ryanggang

Province KP-10 Largest city: Hyeson
10%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−1.2 pts).
MODEL9th of 11 regions55.1K exposed workers

Key numbers

PopulationWIKIDATA
719K
as of 2008
Share of national populationWIKIDATA
3.1%
10th largest of 11
People in workMODEL
530K
national total × population share
Highest-exposure jobsMODEL
1.7%
national 2.2%
Area
13.9K km²
52 people per km²
Settlement patternMODEL
Rural
32% live in major cities
Largest city
Hyeson
227K (metro)
Mapped towns & cities
2
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.

Ryanggang Dem. Rep. Korea
Agriculture 63.4%
Manufacturing 13.2%
Retail & wholesale 8.6%
Construction 3.4%
Education 2.7%
Other services 2.1%
Transport & logistics 1.6%
Mining 1.3%
Public admin 0.9%
Health & care 0.8%
Hospitality 0.8%
Utilities 0.6%
Business services 0.3%
Finance 0.3%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 22.6K Retail & wholesale 11.8K Manufacturing 5,248 Education 4,866 Public admin 1,999 Other services 1,840 Health & care 1,427 Transport & logistics 1,142

Ranking in Dem. Rep. Korea

MODEL

By modelled AI exposure, out of 11 regions.

5Chagang 11% 6North Hwanghae 11% 7Kangwon 11% 8South Hamgyong 11% 9Ryanggang 10% 10North Pyongan 10% 11South Hwanghae 10%
About these estimates. No source publishes AI exposure by region for every country. The model splits Dem. Rep. Korea'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 Dem. Rep. Korea

All of Dem. Rep. Korea →