Senior MLOps Engineer - Agentic Versioning

Responsibilities

• Define and maintain the agentic versioning model, treating agent container image, prompt configuration, tool bindings, and policy associations as a single immutable unit
• Manage AWS AgentCore Runtime versioning, including automatic version creation upon image push and endpoint management for DEFAULT and named endpoints
• Architect and enforce the agent promotion workflow from dev to qa to prod, embedding evaluation gates that ensure quality prior to production release
• Build agent rollback patterns that restore prior agent versions while confirming that the previous version remains functional
• Configure AWS ECR for agent images, addressing ARM64 tagging, lifecycle policies, and image signing to safeguard agent immutability
• Integrate with the Agent Registry to automatically register agent versions along with metadata such as evaluation outcomes and promotion status
• Partner with engineering teams to standardize versioning and lifecycle practices across the agent estate

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