- Education: Masters or PhD Preferred - 6–12+ years in Data Science / ML Engineering, with deep experience in LLM‑based systems. Proven experience building multi-agent architectures (planner‑executor, tool‑use agents, ReAct‑style reasoning). Strong background in RAG, embeddings, retrieval