AI Job Atlas
AI & jobs · State in Germany

Free Hanseatic Bremen

State DE-HB Largest city: Bremen
41%
of jobs here are estimated to be exposed to generative AI, above the national 39% (+2.1 pts).
MODEL3rd of 16 regions145K exposed workers

Key numbers

PopulationWIKIDATA
693K
as of 2022
Share of national populationWIKIDATA
0.8%
16th largest of 16
People in workMODEL
353K
national total × population share
Highest-exposure jobsMODEL
8.8%
national 8.2%
Area
384 km²
1,805 people per km²
Settlement patternMODEL
Highly urban
100% live in major cities
Largest city
Bremen
725K (metro)
Mapped towns & cities
2
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.96×
usage share ÷ population share
Share of national useANTHROPIC
0.8%
0.8% of population
Work-relatedANTHROPIC
33%
national 40%
Automation-styleANTHROPIC
43%
national 46%
Augmentation 57%Automation 43%

Sector mix

MODEL

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

Free Hanseatic Bremen Germany
Business services 17.0%
Manufacturing 14.1%
Health & care 13.1%
Retail & wholesale 11.1%
Public admin 7.9%
ICT & software 7.5%
Education 5.6%
Finance 5.3%
Construction 5.1%
Transport & logistics 4.3%
Other services 4.2%
Hospitality 3.2%
Utilities 1.3%
Agriculture 0.2%
Mining 0.1%

Exposed workers by sector

MODEL
Business services 28.1K Health & care 20.9K Retail & wholesale 15.4K Public admin 14.9K Manufacturing 13.4K ICT & software 12.6K Finance 11.1K Education 9,733

Ranking in Germany

MODEL

By modelled AI exposure, out of 16 regions.

1Berlin 42% 2Hamburg 41% 3Free Hanseatic Bremen 41% 4Saarland 40% 5Hesse 40% 6Baden-Württemberg 40% 7North Rhine-Westphalia 39%
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 →