ML Platform Engineer

Job Summary

Seeking a full-time remote ML Platform Engineer who will build MCP Servers for CIE, integrating with AgentCore Gateway, deploying custom models to Databricks and Snowflake, and implementing PHI guardrails for healthcare data.

Key responsibilities

• Integrate and manage the AgentCore Gateway for authentication and routing
• Deploy and maintain custom models on Databricks Model Serving and Snowflake
• Implement and monitor PHI guardrails and MLflow model registry for versioning and A/B testing

Required qualifications

• 5+ years of experience with Python and MLOps on AWS and Databricks
• Familiarity with Model Context Protocol (MCP) and experience in building MCP servers
• Experience with OAuth2/JWT authentication and mTLS certificate handling
• Proficient in deploying Snowflake UDFs and external functions
• Knowledge of OpenTelemetry for usage event emission and distributed tracing