AI Job Atlas
AI & jobs · Province in Vietnam

Lạng Sơn

Province VN-09 Largest city: Lạng Sơn
17%
of jobs here are estimated to be exposed to generative AI, above the national 17% (±0.0 pts).
MODEL28th of 63 regions57.1K exposed workers

Key numbers

PopulationWIKIDATA
814K
as of 2024
Share of national populationWIKIDATA
0.6%
55th largest of 63
People in workMODEL
345K
national total × population share
Highest-exposure jobsMODEL
1.9%
national 1.9%
Area
7,645 km²
106 people per km²
Settlement patternMODEL
Mixed
18% live in major cities
Largest city
Lạng Sơn
148K (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.

Lạng Sơn Vietnam
Manufacturing 24.6%
Agriculture 24.1%
Retail & wholesale 15.5%
Construction 10.2%
Hospitality 6.1%
Transport & logistics 4.1%
Education 3.9%
Other services 3.3%
Public admin 2.4%
Business services 2.2%
Health & care 1.2%
Finance 0.9%
Utilities 0.6%
ICT & software 0.6%
Mining 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 14.3K Manufacturing 9,892 Agriculture 5,733 Education 5,702 Hospitality 4,683 Public admin 3,087 Construction 2,849 Other services 2,374

Ranking in Vietnam

MODEL

By modelled AI exposure, out of 63 regions.

25Quảng Ngãi 17% 26Phú Thọ 17% 27Bình Dương 17% 28Lạng Sơn 17% 29Đắk Lắk 16% 30Hòa Bình 16% 31Kon Tum 16%
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 →