Often Missing SkillsPractical Machine Learning LiteracyControl DesignFairness EvaluationModel MonitoringVendor Risk ManagementMetrics DesignChange Management
Development SuggestionsBuild working knowledge of how models are trained and monitored, then map risks to simple controls and templates. Practice on a real use case by creating a risk assessment, required documentation, monitoring plan, and an audit ready evidence folder.