AI Job Atlas
AI & jobs · Metropolitan department in France

Aveyron

Metropolitan department FR-12
33%
of jobs here are estimated to be exposed to generative AI, below the national 35% (−1.9 pts).
MODEL91st of 101 regions41K exposed workers

Key numbers

PopulationWIKIDATA
280K
as of 2023
Share of national populationWIKIDATA
0.4%
78th largest of 101
People in workMODEL
123K
national total × population share
Highest-exposure jobsMODEL
5.5%
national 6.0%
Area
8,800 km²
32 people per km²
Settlement patternMODEL
Very 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 Occitania area (13 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
0.61×
usage share ÷ population share
Area’s share of national useANTHROPIC
5.6%
0.4% of population
Work-relatedANTHROPIC
36%
national 37%
Automation-styleANTHROPIC
47%
national 46%
Augmentation 54%Automation 47%

Sector mix

MODEL

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

Aveyron France
Health & care 14.5%
Retail & wholesale 13.3%
Manufacturing 12.3%
Education 8.9%
Business services 8.7%
Public admin 7.6%
Construction 7.3%
Other services 6.0%
Agriculture 5.5%
Transport & logistics 5.3%
Hospitality 4.6%
ICT & software 2.1%
Utilities 2.0%
Finance 2.0%
Mining 0.1%

Exposed workers by sector

MODEL
Health & care 7,654 Retail & wholesale 5,589 Education 5,148 Business services 4,409 Public admin 4,402 Manufacturing 3,322 Other services 2,145 Transport & logistics 1,699

Ranking in France

MODEL

By modelled AI exposure, out of 101 regions.

88Orne 34% 89Haute-Saône 34% 90Lot 34% 91Aveyron 33% 92Ariège 33% 93Gers 33% 94Indre 33%
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 →