AI Job Atlas
AI & jobs · Metropolitan department in France

Allier

Metropolitan department FR-03 Largest city: Vichy
35%
of jobs here are estimated to be exposed to generative AI, below the national 35% (−0.2 pts).
MODEL55th of 101 regions51.4K exposed workers

Key numbers

PopulationWIKIDATA
333K
as of 2023
Share of national populationWIKIDATA
0.5%
70th largest of 101
People in workMODEL
146K
national total × population share
Highest-exposure jobsMODEL
5.9%
national 6.0%
Area
7,346 km²
45 people per km²
Settlement patternMODEL
Mixed
13% live in major cities
Largest city
Vichy
43.2K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Auvergne-Rhône-Alpes area (12 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
1.10×
usage share ÷ population share
Area’s share of national useANTHROPIC
11.1%
0.5% of population
Work-relatedANTHROPIC
36%
national 37%
Automation-styleANTHROPIC
46%
national 46%
Augmentation 54%Automation 46%

Sector mix

MODEL

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

Allier France
Health & care 14.2%
Retail & wholesale 13.0%
Business services 12.2%
Manufacturing 11.1%
Public admin 8.4%
Education 8.1%
Construction 6.9%
Other services 5.9%
Transport & logistics 5.0%
Hospitality 4.5%
ICT & software 3.5%
Finance 3.1%
Agriculture 2.2%
Utilities 1.8%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 8,951 Business services 7,425 Retail & wholesale 6,536 Public admin 5,813 Education 5,597 Manufacturing 3,568 Other services 2,508 Finance 2,429

Ranking in France

MODEL

By modelled AI exposure, out of 101 regions.

52Morbihan 35% 53Manche 35% 54Yvelines 35% 55Allier 35% 56Yonne 35% 57Côtes-d'Armor 35% 58Hauts-de-Seine 35%
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 →