AI Job Atlas
AI & jobs · Metropolitan department in France

Seine-Saint-Denis

Metropolitan department FR-93
35%
of jobs here are estimated to be exposed to generative AI, below the national 35% (−0.6 pts).
MODEL59th of 101 regions260K exposed workers

Key numbers

PopulationWIKIDATA
1.7M
as of 2023
Share of national populationWIKIDATA
2.5%
4th largest of 101
People in workMODEL
747K
national total × population share
Highest-exposure jobsMODEL
5.8%
national 6.0%
Area
233 km²
7,315 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.

Seine-Saint-Denis France
Health & care 14.3%
Retail & wholesale 13.2%
Manufacturing 11.4%
Business services 11.2%
Education 8.3%
Public admin 8.2%
Construction 7.0%
Other services 5.9%
Transport & logistics 5.1%
Hospitality 4.5%
ICT & software 3.0%
Agriculture 2.8%
Finance 2.8%
Utilities 1.9%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 46.2K Business services 34.9K Retail & wholesale 33.8K Education 29.5K Public admin 29.1K Manufacturing 18.8K Other services 13K Finance 11.1K

Ranking in France

MODEL

By modelled AI exposure, out of 101 regions.

56Yonne 35% 57Côtes-d'Armor 35% 58Hauts-de-Seine 35% 59Seine-Saint-Denis 35% 60Val-de-Marne 35% 61Val-d'Oise 34% 62Essonne 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

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