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

North Hwanghae

Province KP-06 Largest city: Kaesong
11%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−0.8 pts).
MODEL6th of 11 regions169K exposed workers

Key numbers

PopulationWIKIDATA
2.1M
as of 2008
Share of national populationWIKIDATA
9.1%
7th largest of 11
People in workMODEL
1.6M
national total × population share
Highest-exposure jobsMODEL
1.9%
national 2.2%
Area
9,305 km²
227 people per km²
Settlement patternMODEL
Mixed
27% live in major cities
Largest city
Kaesong
338K (metro)
Mapped towns & cities
3
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.

North Hwanghae Dem. Rep. Korea
Agriculture 59.2%
Manufacturing 14.6%
Retail & wholesale 9.6%
Construction 3.8%
Education 3.0%
Other services 2.3%
Transport & logistics 1.8%
Mining 1.4%
Public admin 1.0%
Health & care 0.9%
Hospitality 0.9%
Utilities 0.7%
Business services 0.4%
Finance 0.3%
ICT & software 0.1%

Exposed workers by sector

MODEL
Agriculture 61.9K Retail & wholesale 38.9K Manufacturing 17K Education 15.8K Public admin 6,770 Other services 6,073 Health & care 4,711 Finance 3,988

Ranking in Dem. Rep. Korea

MODEL

By modelled AI exposure, out of 11 regions.

3North Hamgyong 12% 4Rason 11% 5Chagang 11% 6North Hwanghae 11% 7Kangwon 11% 8South Hamgyong 11% 9Ryanggang 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 →