AI Job Atlas
AI & jobs · Province in Netherlands

Gelderland

Province NL-GE Largest city: Arnhem
38%
of jobs here are estimated to be exposed to generative AI, below the national 39% (−1.3 pts).
MODEL11th of 15 regions460K exposed workers

Key numbers

PopulationWIKIDATA
2M
as of 2013
Share of national populationWIKIDATA
12.1%
4th largest of 15
People in workMODEL
1.2M
national total × population share
Highest-exposure jobsMODEL
6.1%
national 6.4%
Area
5,114 km²
395 people per km²
Settlement patternMODEL
Rural
7% live in major cities
Largest city
Arnhem
142K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.52×
usage share ÷ population share
Share of national useANTHROPIC
6.3%
12.1% of population
Work-relatedANTHROPIC
47%
national 43%
Automation-styleANTHROPIC
47%
national 46%
Augmentation 53%Automation 47%

Sector mix

MODEL

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

Gelderland Netherlands
Health & care 18.7%
Retail & wholesale 15.7%
Business services 10.7%
Manufacturing 9.1%
Education 8.8%
Public admin 7.1%
Transport & logistics 5.3%
Hospitality 5.2%
Construction 5.2%
Other services 5.0%
Agriculture 3.3%
ICT & software 2.7%
Finance 1.9%
Utilities 1.1%
Mining 0.2%

Exposed workers by sector

MODEL
Health & care 102K Retail & wholesale 69.3K Business services 57.8K Education 52.1K Public admin 42.4K Manufacturing 30K Transport & logistics 20.8K Other services 19.4K

Ranking in Netherlands

MODEL

By modelled AI exposure, out of 15 regions.

8Overijssel 38% 9Drenthe 38% 10Zeeland 38% 11Gelderland 38% 12Bonaire 36% 13Sint Eustatius 36% 14Saba 36%
About these estimates. No source publishes AI exposure by region for every country. The model splits Netherlands'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 Netherlands

All of Netherlands →