AI Job Atlas
AI & jobs · Province in Vietnam

Cao Bằng

Province VN-04 Largest city: Cao Bằng
15%
of jobs here are estimated to be exposed to generative AI, below the national 17% (−1.3 pts).
MODEL45th of 63 regions36.2K exposed workers

Key numbers

PopulationWIKIDATA
559K
as of 2024
Share of national populationWIKIDATA
0.4%
61st largest of 63
People in workMODEL
237K
national total × population share
Highest-exposure jobsMODEL
1.7%
national 1.9%
Area
6,222 km²
90 people per km²
Settlement patternMODEL
Rural
7% live in major cities
Largest city
Cao Bằng
41.1K (metro)
Mapped towns & cities
1
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.

Cao Bằng Vietnam
Agriculture 32.4%
Manufacturing 22.6%
Retail & wholesale 13.7%
Construction 9.2%
Hospitality 5.4%
Transport & logistics 3.7%
Education 3.6%
Other services 2.9%
Public admin 2.0%
Business services 1.6%
Health & care 1.1%
Finance 0.6%
Utilities 0.6%
ICT & software 0.4%
Mining 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 8,687 Manufacturing 6,241 Agriculture 5,281 Education 3,576 Hospitality 2,836 Construction 1,766 Public admin 1,763 Other services 1,438

Ranking in Vietnam

MODEL

By modelled AI exposure, out of 63 regions.

42Bến Tre 15% 43Tây Ninh 15% 44Thanh Hóa 15% 45Cao Bằng 15% 46Hải Dương 15% 47Gia Lai 15% 48Lào Cai 15%
About these estimates. No source publishes AI exposure by region for every country. The model splits Vietnam'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 Vietnam

All of Vietnam →