AI Job Risk in Italy
Italy's economy runs on a dense fabric of small and mid-sized family firms organized into regional manufacturing districts, alongside a tourism sector built on food, fashion, and cultural heritage, and a public administration that is large and procedural. That mix creates uneven AI exposure: administrative paperwork, standardized accounting, and routine correspondence are readily assisted by AI, while artisanal manufacturing, design-led fashion work, and hospitality built on personal service resist automation because they depend on craft skill, taste, and trust built over years.
Average AI Risk
44.97 / 100
Jobs Analyzed
204
How to read this page in practice
The notes below explain how to interpret the country score, what kinds of sector mix usually raise or lower it, and what this comparison can and cannot tell you.
How to Read This Country
Reading Italy well means separating the office layer from the workshop floor. A large share of employment sits inside small, owner-operated firms in textiles, leather goods, furniture, and food production, where decisions are informal and tacit rather than documented in systems AI can absorb. Alongside this, banks, insurers, and public offices generate the kind of structured, repetitive paperwork that AI tools handle comfortably. The result is a labor market where automation pressure concentrates in back-office and administrative layers while production and service work tied to regional craft traditions changes far more slowly.
What Drives the Score
Italy's employment concentrates in manufacturing districts specializing in fashion, leather, furniture, and machinery, alongside tourism, hospitality, food service, and a sizeable public sector. AI pressure moves fastest through banking back offices, insurance claims processing, public administration paperwork, and standardized bookkeeping in the many small firms that outsource such tasks to shared services. It moves far more slowly through the artisanal core, where roles like pattern makers, master tailors, furniture craftsmen, and food producers rely on manual skill and design judgment, and through tourism and hospitality roles where guests expect personal attention, local knowledge, and hands-on service that no software replicates.
What Holds Up Better
What holds up in Italy is work anchored in craft, design sense, and personal relationships built inside a family or district-based business model. Artisans, designers, and small-firm owners who combine technical skill with aesthetic judgment remain difficult to replace, as do hospitality and food-service roles where personal familiarity defines the customer experience. In a country where thousands of small firms operate with informal, relationship-based management rather than standardized corporate processes, the kind of large-scale, rules-based automation that works well in bigger organizations has less to grab onto.
What This Page Does Not Claim
A single national score cannot capture the gap between Italy's industrial north, with its dense manufacturing districts, and its more tourism- and agriculture-dependent south, or between large firms and the vast population of family-run micro-enterprises that operate outside standardized corporate systems. Read this score as a broad signal, not a claim that clerical work in a Milan bank and artisanal work in a Tuscan workshop face the same pressure.
Jobs Most At Risk from AI
This table is a current snapshot of the jobs that appear on the higher-risk side within this country profile. It is useful as a directional comparison, not as a permanent national ranking.
| Rank | Job | Risk Score |
|---|---|---|
| 1 | Software Tester | 85 |
| 2 | Data Entry Clerk | 82 |
| 3 | Retail Cashier | 79 |
| 4 | Data Analyst | 79 |
| 5 | Bookkeeper | 78 |
| 6 | Truck Driver | 77 |
| 7 | Accounting Clerk | 77 |
| 8 | QA Engineer | 77 |
| 9 | Receptionist | 76 |
| 10 | Proofreader | 76 |
| 11 | Translator | 74 |
| 12 | Civil Drafter | 73 |
| 13 | Insurance Underwriter | 73 |
| 14 | Mobile App Developer | 73 |
| 15 | Software Engineer | 73 |
| 16 | Taxi Driver | 72 |
| 17 | Travel Agent | 71 |
| 18 | System Administrator | 71 |
| 19 | Bank Teller | 69 |
| 20 | Tax Preparer | 69 |
Jobs Safest from AI
This table shows the jobs that currently appear on the lower-risk side within this country profile. Read it as a structural comparison of work, not as a guarantee that these roles will stay unchanged.
| Rank | Job | Risk Score |
|---|---|---|
| 1 | Surgeon | 10 |
| 2 | Electrician | 11 |
| 3 | Plumber | 11 |
| 4 | Therapist | 11 |
| 5 | Psychologist | 12 |
| 6 | Paramedic | 14 |
| 7 | Nurse | 15 |
| 8 | Dentist | 15 |
| 9 | Athletic Coach | 16 |
| 10 | School Counselor | 16 |
| 11 | Psychiatrist | 16 |
| 12 | Veterinarian | 17 |
| 13 | Machine Learning Engineer | 17 |
| 14 | Professor | 18 |
| 15 | Air Traffic Controller | 19 |
| 16 | Doctor | 19 |
| 17 | Fitness Trainer | 20 |
| 18 | Social Worker | 20 |
| 19 | Elevator Technician | 21 |
| 20 | Aircraft Mechanic | 22 |
Industry Risk
This table compares the industries that shape the country score today. It is most useful for seeing which parts of the economy pull the average up or down.
| Industry | Industry Average Risk Score |
|---|---|
| Media | 64.67 |
| Retail | 62.5 |
| Finance | 59.87 |
| Technology | 54.78 |
| Transportation | 45.1 |
| Agriculture | 42.25 |
| Manufacturing | 41.63 |
| Hospitality | 36 |
| Construction | 34.25 |
| Education | 31.92 |
| Healthcare | 26.13 |
Frequently asked questions
Q.Which jobs are most at risk from AI in Italy?
In Italy, the jobs with the highest AI risk scores include Software Tester. The full ranking of the most and least exposed jobs in Italy is shown above.
Q.Which jobs are safest from AI in Italy?
The Italy roles least exposed to AI automation include Surgeon, which tend to rely on physical work, in-person interaction, or accountable judgment.
Q.How exposed is Italy to AI automation?
A country's exposure mostly reflects what its workforce actually does. Italy combines highly exposed office and back-office work with more durable physical, field, or care work, so a single national score is a broad signal rather than a full picture.
Q.Does a high AI risk score mean jobs will disappear in Italy?
No. The score measures how exposed typical tasks are to automation, not a forecast of job losses. Real-world adoption also depends on cost, regulation, and local labor conditions.