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.
Comparer les professions
| RÉSUMÉ |
Risque Faible
38%
(Moyenne des calculs et des votes)
|
| SCORE DE TRAVAIL | 7,3/10 |
| CALCULÉ |
24%
(Risque Faible)
|
| SONDAGE |
53%
(Risque Modéré,
Basé sur 1 637 votes)
|
|
CROISSANCE
par l'année 2033
|
8,2%
|
| SALAIRES |
157 620 $
ou 75,77 $ par heure
|
|
VOLUME
à partir du 2023
|
368 940
|
| FLOCON DE NEIGE |
|
| DESCRIPTION | Planifiez, dirigez ou coordonnez les politiques et programmes de marketing, tels que la détermination de la demande pour les produits et services offerts par une entreprise et ses concurrents, et identifiez les clients potentiels. Élaborez des stratégies de tarification dans le but de maximiser les bénéfices de l'entreprise ou sa part de marché tout en veillant à la satisfaction des clients de l'entreprise. Supervisez le développement de produits ou surveillez les tendances qui indiquent le besoin de nouveaux produits et services. |
Compare Occupations Side by Side
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.
Job Score
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.
Polling Data
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
Growth & Wages
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.
Volume of Workers
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.
The Snowflake Diagram
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.