Vehicle mechanic, facing AI.
A fault code is a clue. Finding the cause still takes investigation.

Its place among occupations
1,480 of 1,584
From most to least exposed to software AI.
Most exposed1,584
Least exposed
This ranking compares tasks in occupation profiles. It does not predict job losses or describe your actual role.
The assessment
Explore possible uses of software AI, physical tasks and the role of human judgement. The index covers software AI only.
Software AI
Tools can support finding technical information and drafting reports. A documentary clue alone does not confirm the cause of a fault.
Physical tasks
Tasks performed in a real place involve physical constraints. This task group does not prove that a robot can carry them out.
Human judgement and relationships
Listening to symptoms, reasoning and explaining to the customer connect measurements with the repair.
These groups help you explore the occupation's tasks. They do not prove that a tool can perform them: working conditions, equipment and responsibilities also matter.
What will still make a difference
Beyond the index, these practical situations can help you reflect on what you bring to work and the skills you want to develop.
In the work itself
Connect the clues
Relate reported symptoms, measurements and component condition before reaching a conclusion.
Carry out the repair
Work on the vehicle using appropriate tools and procedures.
Check and explain
Verify the result and make completed operations understandable.
In how you do it
Keep a critical eye
Replacing a suggested component without confirming the cause can leave the fault unresolved. Useful diagnosis connects information with verification.
Connect the tool to context
In your role, notice when you need to connect the clues. A useful response depends on available information and what you need to verify.
Tasks in detail
A preview of the occupation’s tasks, arranged in the three groups above. Expand the full list to see everything.
Software AI
Renseigner un ordre de réparation afin d'assurer la traçabilité des travaux réalisés
Physical tasks
Assurer la maintenance des outils et équipements de l'atelier
Contrôler et remplacer les éléments du système de freinage (classique, ABS, ESP)
Contrôler et régler les trains roulants
The robotics potential of these tasks has not been assessed. Their inclusion here does not mean a robot can perform them.
Human judgement and relationships
Mettre à jour les logiciels embarqués des véhicules
Utiliser des logiciels de diagnostic automobile
Appliquer les normes relatives à la manipulation de fluides frigorigènes
An assessment alone is not enough to move forward
Jobiwan does not decide for you: your coach helps you connect this analysis with your experience, identify what sets you apart and test it in the real world.
Start with your reality
Your own situations, compared with the occupation’s assessment.
Identify what sets you apart
What matters to you, already a strength or something to develop, never a score.
Test it in the real world
A concrete first step chosen with your coach, followed by feedback a few days later.
A few days later
Your coach checks back to ask what that first step changed, in a conversation at your pace.
Jobiwan does more than give you an assessment of your occupation: it helps you understand what it means for you.
That is the occupation on paper. What about your daily work?
Compare concrete situations from your occupation with this assessment and discover what sets you apart.
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