AI Job Atlas
AI & jobs · State in Germany

Berlin

State DE-BE Capital region Largest city: Berlin
42%
of jobs here are estimated to be exposed to generative AI, above the national 39% (+2.9 pts).
MODEL1st of 16 regions788K exposed workers

Key numbers

PopulationWIKIDATA
3.7M
as of 2025
Share of national populationWIKIDATA
4.5%
8th largest of 16
People in workMODEL
1.9M
national total × population share
Highest-exposure jobsMODEL
8.9%
national 8.2%
Area
886 km²
4,177 people per km²
Settlement patternMODEL
Highly urban
92% live in major cities
Largest city
Berlin
3.4M (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
4.57×
usage share ÷ population share
Share of national useANTHROPIC
20.4%
4.5% of population
Work-relatedANTHROPIC
40%
national 40%
Automation-styleANTHROPIC
45%
national 46%
Augmentation 55%Automation 45%

Sector mix

MODEL

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

Berlin Germany
Business services 19.2%
Manufacturing 12.7%
Health & care 12.3%
Retail & wholesale 10.5%
ICT & software 9.2%
Public admin 7.9%
Finance 6.3%
Education 5.1%
Construction 4.7%
Transport & logistics 4.0%
Other services 3.9%
Hospitality 3.0%
Utilities 1.2%
Agriculture 0.1%
Mining 0.1%

Exposed workers by sector

MODEL
Business services 170K Health & care 105K ICT & software 82.1K Public admin 79.7K Retail & wholesale 77.3K Finance 70.5K Manufacturing 64.4K Education 47K

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 →