VA / Role brief
Build, evaluate and operate machine-learning systems that solve defined user or business problems.
Role overview
Translate your experience into the evidence this pathway needs.
Routes include senior ML engineering, applied science, MLOps, AI product leadership and technical architecture.
Discuss this roleCore responsibilities
- Prepare data and develop models
- Evaluate model quality and risk
- Deploy, monitor and improve ML services
Evidence to prepare
- Problem and baseline clearly defined
- Model improvement tied to a real outcome
- Production, monitoring or responsible-AI decisions
Skills and scope
- Machine learning
- Python and data systems
- Model evaluation
- MLOps and responsible AI