Key Responsibilities: Design, build, deploy, secure, and operate production-ready AI agents using the AWS Strands Agents SDK and Amazon Bedrock AgentCore. Preferred Qualifications Experience with OpenSearch, pgvector, Pinecone, Redis, or comparable vector technologies, plus hybrid search, reranking, and advanced RAG patterns.