Automation Risk
Each occupation shows an average probability of automation. A higher score means machines and algorithms are more likely to take over the role in the future.
| ZUSAMMENFASSUNG |
Hohes Risiko
54%
(Durchschnitt aus berechnet & Stimmen)
|
| ARBEITSPUNKTZAHL | 4,2/10 |
| BERECHNET |
63%
(Hohes Risiko)
|
| UMFRAGE |
44%
(Mäßiges Risiko,
Basierend auf 26 Stimmen)
|
|
WACHSTUM
bis zum Jahr 2033
|
3,8%
|
| LÖHNE |
47.360 $
oder 22,77 $ pro Stunde
|
|
VOLUMEN
ab dem 2023
|
150.860
|
| SCHNEEFLOCKE |
|
| BESCHREIBUNG | Warten Sie Autobahnen, kommunale und ländliche Straßen, Flugzeuglandebahnen und Wegerechte. Zu den Aufgaben gehören das Ausbessern von gebrochenem oder erodiertem Pflaster und die Reparatur von Leitplanken, Straßenmarkierungen und Schneezäunen. Möglicherweise werden auch Gras oder Gebüsch entlang der Straße gemäht oder gerodet oder Schnee von der Fahrbahn geräumt. |
Curious how automation and AI could affect your career? Our comparison tool lets you view two or more jobs side by side, helping you quickly spot differences in risk level, pay, growth, and popularity. All of this is based on a mix of academic research, user polling, and official labour data.
Each occupation shows an average probability of automation. A higher score means machines and algorithms are more likely to take over the role in the future.
A quick summary of how a job performs overall — factoring in wages, growth, volume, and automation risk. It’s a handy way to see the bigger picture at a glance.
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
See how fast each occupation is projected to grow and what people earn on average. High wages don’t always mean high security — automation risk still matters.
Explore how many people currently work in each occupation and in which year the data was recorded. Popularity can affect how disruptive automation will be for the wider economy.
Each snowflake visualises the balance between automation risk, wages, growth, and job volume. Bigger and greener areas mean stronger performance in that dimension.
Use this comparison page to research careers, guide students, or simply explore the future of work. All data is regularly updated to keep the results relevant.