AI Job Atlas
AI & jobs · Region in Chile

Valparaíso

Region CL-VS Largest city: Valparaíso
29%
of jobs here are estimated to be exposed to generative AI, above the national 28% (+0.8 pts).
MODEL3rd of 16 regions279K exposed workers

Key numbers

PopulationWIKIDATA
1.9M
as of 2024
Share of national populationWIKIDATA
10.3%
2nd largest of 16
People in workMODEL
964K
national total × population share
Highest-exposure jobsMODEL
4.2%
national 4.1%
Area
16.8K km²
113 people per km²
Settlement patternMODEL
Urban
89% live in major cities
Largest city
Valparaíso
854K (metro)
Mapped towns & cities
7
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.44×
usage share ÷ population share
Share of national useANTHROPIC
4.5%
10.3% of population
Work-relatedANTHROPIC
48%
national 50%
Automation-styleANTHROPIC
49%
national 49%
Augmentation 51%Automation 49%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Valparaíso Chile
Retail & wholesale 19.6%
Manufacturing 9.2%
Business services 8.9%
Education 8.5%
Other services 8.0%
Construction 7.9%
Health & care 7.8%
Public admin 6.6%
Transport & logistics 6.3%
Hospitality 4.8%
Agriculture 3.4%
Mining 2.8%
ICT & software 2.7%
Finance 2.4%
Utilities 1.3%

Exposed workers by sector

MODEL
Retail & wholesale 57.1K Education 37.1K Business services 29.9K Health & care 29.8K Public admin 27K Other services 18.9K Manufacturing 15.1K Transport & logistics 12.1K

Ranking in Chile

MODEL

By modelled AI exposure, out of 16 regions.

1Santiago 30% 2Biobío 29% 3Valparaíso 29% 4Arica y Parinacota 28% 5Antofagasta 28% 6Magellan and the Chilean Antarctic 28% 7Atacama 28%
About these estimates. No source publishes AI exposure by region for every country. The model splits Chile'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 Chile

All of Chile →