Key Requirements: 5 years of strong software engineering experience with Python or Java 2 years of hands-on GenAI experience in production enterprise environments Strong hands-on experience designing and implementing RAG and advanced retrieval systems Experience with embeddings, vector databases, chunking, semantic/hybrid search, metadata filtering, and re-ranking Experience with multi-stage/multi-vector retrieval, ColBERT or late-interaction approaches Hands-on agentic workflows, tool/function…