AI Job Atlas
AI & jobs · State in Brazil

Mato Grosso do Sul

State BR-MS Largest city: Campo Grande
27%
of jobs here are estimated to be exposed to generative AI, below the national 28% (−1.6 pts).
MODEL16th of 27 regions367K exposed workers

Key numbers

PopulationWIKIDATA
2.8M
as of 2022
Share of national populationWIKIDATA
1.4%
21st largest of 27
People in workMODEL
1.4M
national total × population share
Highest-exposure jobsMODEL
5.0%
national 5.4%
Area
357K km²
8 people per km²
Settlement patternMODEL
Rural
48% live in major cities
Largest city
Campo Grande
778K (metro)
Mapped towns & cities
9
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.59×
usage share ÷ population share
Share of national useANTHROPIC
0.8%
1.4% of population
Work-relatedANTHROPIC
63%
national 58%
Automation-styleANTHROPIC
53%
national 51%
Augmentation 47%Automation 53%

Sector mix

MODEL

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

Mato Grosso do Sul Brazil
Retail & wholesale 18.5%
Manufacturing 12.0%
Agriculture 11.7%
Other services 11.0%
Construction 7.6%
Health & care 6.7%
Business services 6.6%
Education 6.6%
Transport & logistics 5.8%
Hospitality 5.5%
Public admin 4.6%
ICT & software 1.1%
Finance 1.0%
Utilities 0.8%
Mining 0.7%

Exposed workers by sector

MODEL
Retail & wholesale 81.7K Education 41.8K Other services 37.9K Health & care 37.5K Business services 34.6K Public admin 29.9K Manufacturing 26.2K Hospitality 18.6K

Ranking in Brazil

MODEL

By modelled AI exposure, out of 27 regions.

13Minas Gerais 27% 14Rio Grande do Norte 27% 15Bahia 27% 16Mato Grosso do Sul 27% 17Goiás 26% 18Paraíba 26% 19Pará 26%
About these estimates. No source publishes AI exposure by region for every country. The model splits Brazil'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 Brazil

All of Brazil →