AI Job Atlas
AI & jobs · Metropolitan department in France

Hauts-de-Seine

Metropolitan department FR-92
35%
of jobs here are estimated to be exposed to generative AI, below the national 35% (−0.5 pts).
MODEL58th of 101 regions253K exposed workers

Key numbers

PopulationWIKIDATA
1.7M
as of 2023
Share of national populationWIKIDATA
2.5%
6th largest of 101
People in workMODEL
725K
national total × population share
Highest-exposure jobsMODEL
5.8%
national 6.0%
Area
167 km²
9,908 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Île-de-France area (8 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
2.74×
usage share ÷ population share
Area’s share of national useANTHROPIC
51.0%
2.5% of population
Work-relatedANTHROPIC
37%
national 37%
Automation-styleANTHROPIC
45%
national 46%
Augmentation 55%Automation 45%

Sector mix

MODEL

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

Hauts-de-Seine France
Health & care 14.3%
Retail & wholesale 13.1%
Business services 11.4%
Manufacturing 11.4%
Education 8.3%
Public admin 8.2%
Construction 7.0%
Other services 5.9%
Transport & logistics 5.1%
Hospitality 4.5%
ICT & software 3.1%
Finance 2.9%
Agriculture 2.7%
Utilities 1.9%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 44.8K Business services 34.3K Retail & wholesale 32.7K Education 28.5K Public admin 28.4K Manufacturing 18.2K Other services 12.6K Finance 11K

Ranking in France

MODEL

By modelled AI exposure, out of 101 regions.

55Allier 35% 56Yonne 35% 57Côtes-d'Armor 35% 58Hauts-de-Seine 35% 59Seine-Saint-Denis 35% 60Val-de-Marne 35% 61Val-d'Oise 34%
About these estimates. No source publishes AI exposure by region for every country. The model splits France'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 France

All of France →