AI Job Atlas
AI & jobs · Metropolitan department in France

Marne

Metropolitan department FR-51 Largest city: Reims
36%
of jobs here are estimated to be exposed to generative AI, above the national 35% (+0.5 pts).
MODEL26th of 101 regions88.4K exposed workers

Key numbers

PopulationWIKIDATA
563K
as of 2023
Share of national populationWIKIDATA
0.8%
46th largest of 101
People in workMODEL
247K
national total × population share
Highest-exposure jobsMODEL
6.1%
national 6.0%
Area
8,075 km²
70 people per km²
Settlement patternMODEL
Mixed
35% live in major cities
Largest city
Reims
197K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Grand Est area (10 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
0.54×
usage share ÷ population share
Area’s share of national useANTHROPIC
4.5%
0.8% of population
Work-relatedANTHROPIC
34%
national 37%
Automation-styleANTHROPIC
46%
national 46%
Augmentation 54%Automation 46%

Sector mix

MODEL

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

Marne France
Business services 14.0%
Health & care 13.9%
Retail & wholesale 12.7%
Manufacturing 10.4%
Public admin 8.6%
Education 7.6%
Construction 6.6%
Other services 5.7%
Transport & logistics 4.9%
Hospitality 4.4%
ICT & software 4.2%
Finance 3.7%
Utilities 1.7%
Agriculture 1.5%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 14.8K Business services 14.3K Retail & wholesale 10.8K Public admin 10.1K Education 8,947 Manufacturing 5,673 Finance 4,879 ICT & software 4,688

Ranking in France

MODEL

By modelled AI exposure, out of 101 regions.

23Puy-de-Dôme 36% 24Loiret 36% 25Pyrénées-Orientales 36% 26Marne 36% 27Calvados 36% 28Côte-d’Or 36% 29Sarthe 36%
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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