AI Job Atlas
AI & jobs · Province in Italy

Ferrara

Province IT-FE Largest city: Ferrara
35%
of jobs here are estimated to be exposed to generative AI, above the national 35% (+0.3 pts).
MODEL34th of 110 regions79.4K exposed workers

Key numbers

PopulationMODEL
≈570K
estimated from area
Share of national populationMODEL
0.9%
34th largest of 110
People in workMODEL
226K
national total × population share
Highest-exposure jobsMODEL
7.6%
national 7.5%
Area
2,675 km²
Settlement patternMODEL
Mixed
23% live in major cities
Largest city
Ferrara
131K (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%
0.9% 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.

Ferrara 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 2.4%
Utilities 1.7%
Mining 0.1%

Exposed workers by sector

MODEL
Business services 12.1K Retail & wholesale 11.7K Manufacturing 9,557 Health & care 8,335 Education 7,677 Public admin 6,117 Other services 4,936 Hospitality 4,189

Ranking in Italy

MODEL

By modelled AI exposure, out of 110 regions.

31Brindisi 35% 32Lecce 35% 33Ancona 35% 34Ferrara 35% 35Parma 35% 36Asti 35% 37Catanzaro 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

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