AI Architect
zimmerbiomet
Job Description
- Design the AI architecture for the enterprise including inference layers, vector stores, data ingestion, orchestration, and monitoring.
- Architect scalable LLM/RAG systems, agent frameworks, and generative AI services that can be reused across domains and business units.
- Define standards for embeddings, vectorization, prompt orchestration, caching layers, and evaluation pipelines.
- Establish patterns for developing, fine-tuning, and deploying ML/LLM models
- Evaluate when to use foundation models, when to fine-tune, and when to build custom models.
- Define and enforce AI architecture principles, security policies, and compliance (HIPAA, FDA, ISO).
- Implement guardrails for privacy, PHI/PII protection, safe model usage, hallucination risk mitigation, audit logging, and explainability