LLM agent evaluation methods, People leadership and coaching, Metrics design and observability instrumentation for AI systems, Operating or evaluating ML LLM systems in production, Leading technical teams, Understanding of RAG SQL agents, Software ML quality, Clear written communication, Stakeholder Management