AI Job Atlas
AI & jobs · Province in Italy

Parma

Province IT-PR Largest city: Parma
35%
of jobs here are estimated to be exposed to generative AI, above the national 35% (+0.3 pts).
MODEL35th of 110 regions103K exposed workers

Key numbers

PopulationMODEL
≈741K
estimated from area
Share of national populationMODEL
1.2%
22nd largest of 110
People in workMODEL
293K
national total × population share
Highest-exposure jobsMODEL
7.6%
national 7.5%
Area
3,478 km²
Settlement patternMODEL
Mixed
22% live in major cities
Largest city
Parma
166K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Emilia-Romagna area (9 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
0.95×
usage share ÷ population share
Area’s share of national useANTHROPIC
7.5%
1.2% of population
Work-relatedANTHROPIC
45%
national 45%
Automation-styleANTHROPIC
47%
national 47%
Augmentation 53%Automation 47%

Sector mix

MODEL

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

Parma Italy
Manufacturing 17.9%
Retail & wholesale 14.0%
Business services 11.9%
Health & care 8.4%
Other services 7.2%
Education 7.0%
Construction 6.7%
Hospitality 6.6%
Transport & logistics 5.2%
Public admin 5.2%
ICT & software 3.0%
Finance 2.6%
Agriculture 2.5%
Utilities 1.7%
Mining 0.1%

Exposed workers by sector

MODEL
Business services 15.7K Retail & wholesale 15.3K Manufacturing 12.4K Health & care 10.8K Education 9,989 Public admin 7,945 Other services 6,418 Hospitality 5,447

Ranking in Italy

MODEL

By modelled AI exposure, out of 110 regions.

32Lecce 35% 33Ancona 35% 34Ferrara 35% 35Parma 35% 36Asti 35% 37Catanzaro 35% 38Crotone 35%
About these estimates. No source publishes AI exposure by region for every country. The model splits Italy'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 Italy

All of Italy →