Familiarity with major LLM providers (OpenAI, Anthropic, Google, Meta, etc.) and understanding of their trade-offs in terms of performance, cost, latency, and capabilities. Evaluate and deploy appropriate LLMs based on specific needs-balancing accuracy, latency, cost, and user experience.