AI Job Atlas
AI & jobs · State in Germany

Baden-Württemberg

State DE-BW Largest city: Stuttgart
40%
of jobs here are estimated to be exposed to generative AI, above the national 39% (+0.7 pts).
MODEL6th of 16 regions2.2M exposed workers

Key numbers

PopulationWIKIDATA
11.1M
as of 2022
Share of national populationWIKIDATA
13.4%
3rd largest of 16
People in workMODEL
5.7M
national total × population share
Highest-exposure jobsMODEL
8.4%
national 8.2%
Area
36K km²
308 people per km²
Settlement patternMODEL
Urban
59% live in major cities
Largest city
Stuttgart
2.9M (metro)
Mapped towns & cities
6
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.91×
usage share ÷ population share
Share of national useANTHROPIC
12.2%
13.4% of population
Work-relatedANTHROPIC
38%
national 40%
Automation-styleANTHROPIC
45%
national 46%
Augmentation 55%Automation 45%

Sector mix

MODEL

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

Baden-Württemberg Germany
Manufacturing 16.8%
Health & care 14.3%
Business services 13.0%
Retail & wholesale 12.2%
Public admin 7.7%
Education 6.6%
Construction 5.9%
ICT & software 4.9%
Transport & logistics 4.8%
Other services 4.6%
Finance 3.7%
Hospitality 3.5%
Utilities 1.5%
Agriculture 0.5%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 366K Business services 344K Retail & wholesale 270K Manufacturing 256K Public admin 232K Education 183K ICT & software 132K Finance 124K

Ranking in Germany

MODEL

By modelled AI exposure, out of 16 regions.

3Free Hanseatic Bremen 41% 4Saarland 40% 5Hesse 40% 6Baden-Württemberg 40% 7North Rhine-Westphalia 39% 8Saxony 39% 9Bavaria 38%
About these estimates. No source publishes AI exposure by region for every country. The model splits Germany'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 Germany

All of Germany →