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

South Hwanghae

Province KP-05 Largest city: Haeju
10%
of jobs here are estimated to be exposed to generative AI, below the national 12% (−2.0 pts).
MODEL11th of 11 regions164K exposed workers

Key numbers

PopulationWIKIDATA
2.3M
as of 2008
Share of national populationWIKIDATA
10.0%
6th largest of 11
People in workMODEL
1.7M
national total × population share
Highest-exposure jobsMODEL
1.4%
national 2.2%
Area
8,180 km²
282 people per km²
Settlement patternMODEL
Rural
15% live in major cities
Largest city
Haeju
224K (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.

South Hwanghae Dem. Rep. Korea
Agriculture 70.2%
Manufacturing 10.9%
Retail & wholesale 6.9%
Construction 2.8%
Education 2.2%
Other services 1.6%
Transport & logistics 1.3%
Mining 1.2%
Public admin 0.7%
Health & care 0.6%
Hospitality 0.6%
Utilities 0.5%
Business services 0.2%
Finance 0.2%
ICT & software 0.0%

Exposed workers by sector

MODEL
Agriculture 80.3K Retail & wholesale 30.3K Manufacturing 13.9K Education 12.9K Public admin 4,912 Other services 4,729 Health & care 3,668 Transport & logistics 2,963

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 →