Occupation · 2026 assessment
Represents local residents, reviews budgets and local rules, oversees administration and addresses community issues. Technology assists document analysis but does not replace the mandate or constituent work.
Una stima previsionale, non uno scenario garantito.
Risk applies to individual tasks—not to a person or an entire occupation.
| Task | Risk |
|---|---|
| Collecting and transferring routine data | 36% |
| Preparing standard documents | 31% |
| Searching and classifying information | 27% |
| Rule-based verification | 23% |
| Analyzing recurring cases | 18% |
| Handling exceptions | 3% |
| Negotiation and alignment | 3% |
| Accountability for final decisions | 3% |
Task map
Each task is positioned by AI capability and the degree of human involvement still required.
Italia · before tax
Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.
Practical next step
Do not restart from zero: carry your experience forward and add scarce skills.
Job search and transitions
Compare adjacent paths and open a current search for the selected occupation.
Skill fit 89% · risk 28%
Search jobs ↗Skill fit 56% · risk 20%
Search jobs ↗Skill fit 54% · risk 18%
Search jobs ↗Skill fit 83% · risk 16%
Search jobs ↗Skill fit 81% · risk 17%
Search jobs ↗Skill fit 81% · risk 29%
Search jobs ↗Aggiornato: 2026-09-27 · Assessment confidence: High
Около 30 000 задач; глобальная оценка воздействия GenAI по детализированным группам профессий.
Опрос более 1 000 работодателей, представляющих свыше 14 млн работников в 55 экономиках.
Структура профессий, задач, навыков и рабочих контекстов.