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ployees Leaders Knowledge, Skills and Abilities Expert knowledge of embeddings, retrievers, and VECTOR DBs (e.g. pgvector, OpenSearch k-NN); relevance tuning and evals. Expert knowledge of LLMs and agentic infrastructure such as LangGraph, AWS Bedrock (Agents/Guardrails) or other agentic frameworks. Expert knowledge of the full AWS stack (Bedrock, SageMaker, Lambda, S3, Redshift, VPC) and enterprise data platforms Ability to advise on translating user journeys into measurable agent behaviors; guide creation of clear design docs and runbooks. Expert experience imple

2026-7-22

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