AI Job Atlas
AI & jobs · State in Venezuela

Carabobo

State VE-G Largest city: Valencia
26%
of jobs here are estimated to be exposed to generative AI, above the national 25% (+1.1 pts).
MODEL3rd of 26 regions248K exposed workers

Key numbers

PopulationWIKIDATA
2.8M
as of 2016
Share of national populationWIKIDATA
9.1%
3rd largest of 26
People in workMODEL
957K
national total × population share
Highest-exposure jobsMODEL
4.3%
national 4.0%
Area
5,067 km²
561 people per km²
Settlement patternMODEL
Urban
68% live in major cities
Largest city
Valencia
1.8M (metro)
Mapped towns & cities
2
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.

Carabobo Venezuela
Retail & wholesale 22.8%
Other services 12.3%
Public admin 10.5%
Manufacturing 8.9%
Transport & logistics 8.0%
Education 7.6%
Business services 7.3%
Construction 6.3%
Health & care 5.1%
Agriculture 4.8%
Hospitality 2.7%
ICT & software 1.3%
Finance 1.1%
Mining 1.0%
Utilities 0.4%

Exposed workers by sector

MODEL
Retail & wholesale 61.8K Public admin 38.8K Other services 31.3K Education 29.1K Business services 24.7K Health & care 16.9K Manufacturing 8,737 Transport & logistics 8,228

Ranking in Venezuela

MODEL

By modelled AI exposure, out of 26 regions.

1Capital 27% 2Vargas state 26% 3Carabobo 26% 4Anzoátegui 26% 5Aragua 25% 6Zulia 25% 7Lara 25%
About these estimates. No source publishes AI exposure by region for every country. The model splits Venezuela'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 Venezuela

All of Venezuela →