Often Missing SkillsHands-on Model EvaluationMLOps FundamentalsData LineageAI Incident ResponseRegulatory MappingControl TestingThird Party AI ReviewGenerative AI Risk Assessment
Development SuggestionsBuild one end-to-end portfolio example that includes an AI risk assessment, a set of controls, and a monitoring plan. Practice converting a regulation or internal policy into clear requirements, tests, and evidence. Pair this with basic technical fluency in model evaluation and deployment so recommendations are practical.