AI Job Atlas
AI & jobs · Province in Vietnam

Bắc Giang

Province VN-54 Largest city: Bắc Giang
15%
of jobs here are estimated to be exposed to generative AI, below the national 17% (−1.8 pts).
MODEL49th of 63 regions118K exposed workers

Key numbers

PopulationWIKIDATA
1.9M
as of 2022
Share of national populationWIKIDATA
1.4%
23rd largest of 63
People in workMODEL
802K
national total × population share
Highest-exposure jobsMODEL
1.6%
national 1.9%
Area
3,915 km²
483 people per km²
Settlement patternMODEL
Rural
3% live in major cities
Largest city
Bắc Giang
53.7K (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.

Bắc Giang Vietnam
Agriculture 36.3%
Manufacturing 21.6%
Retail & wholesale 12.8%
Construction 8.7%
Hospitality 5.1%
Transport & logistics 3.5%
Education 3.4%
Other services 2.7%
Public admin 1.8%
Business services 1.4%
Health & care 1.0%
Finance 0.5%
Utilities 0.5%
Mining 0.3%
ICT & software 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 27.6K Manufacturing 20.2K Agriculture 20K Education 11.5K Hospitality 9,003 Construction 5,662 Public admin 5,461 Other services 4,564

Ranking in Vietnam

MODEL

By modelled AI exposure, out of 63 regions.

46Hải Dương 15% 47Gia Lai 15% 48Lào Cai 15% 49Bắc Giang 15% 50Hà Giang 15% 51Bình Phước 15% 52Bắc Ninh 14%
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 →