Data Engineer
Build reliable data flows for data and AI teams.
Python & SQLPipelines & orchestrationData Lake / Warehouse
Source salary benchmark : 48–75 k€ · 75–95 k€ · 95–125 k€Choose a learning path, not a job promise
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Golden Jobs: AI career pathways
Data Scientist
Turn data into models, hypotheses and measurable decisions.
Statistics & probabilityPython & SQLModelling & evaluation
Source salary benchmark : 45–75 k€ · 75–95 k€ · 95–120 k€Machine Learning Engineer
Move models from experimentation into production.
Python & ML frameworksModel deploymentMLOps & cloud
Source salary benchmark : 50–80 k€ · 80–105 k€ · 105–140 k€AI / GenAI Engineer
Build useful assistants, RAG systems, agents and AI applications.
LLM APIs & promptingRAG & embeddingsAgents & evaluation
No role-specific numeric benchmark is supplied by the source.MLOps / LLMOps Engineer
Keep AI systems observable, reliable and controlled over time.
AI observabilityAutomated evaluationsCost & performance
No role-specific numeric benchmark is supplied by the source.AI Architect
Design a coherent, secure and integrable AI architecture.
AI systems architectureData, RAG & APIsSecurity & governance
No role-specific numeric benchmark is supplied by the source.Forward Deployed Engineer
Connect client needs, prototypes and truly adopted deployments.
Business framingPrototyping & integrationDeployment & adoption
Source salary benchmark : 55–90 k€ · 90–120 k€ · 110–150 k€AI Product Manager
Turn an AI capability into a useful, understandable and measurable product.
AI product strategyUX & reliabilityValue & metrics
No role-specific numeric benchmark is supplied by the source.AI Project Manager
Align business, data, IT, security and change management.
Project deliveryChange managementRisk & stakeholders
Source salary benchmark : 48–75 k€ · 75–95 k€ · 95–130 k€Responsible AI / AI Governance
Establish safeguards, traceability and responsible uses.
AI governanceRisk & evaluationCompliance & data
No role-specific numeric benchmark is supplied by the source.AI Research Scientist
Explore, train and evaluate new AI methods.
Research & experimentationDeep learningModel evaluation
No role-specific numeric benchmark is supplied by the source.Head of AI / Chief AI Officer
Give a common direction to AI investments, teams and use cases.
Strategy & roadmapGovernance & ROILeadership & enablement
Source salary benchmark : 120–160 k€ · 160–250 k€