ML Platform Engineer

UST is a mission-driven company that transforms lives through technology. They are seeking an ML Platform Engineer to build MCP Servers for CIE, focusing on model deployment, integration, and compliance in cloud environments.

Responsibilities:

• Integrate with AgentCore Gateway (JWT/mTLS authentication, entitlement checks, routing)
• Deploy BHI custom models to Databricks Model Serving + Snowflake (UDFs, external functions)
• AWS Bedrock integration for LLM explainability via AI Marketplace subscription
• PHI guardrails implementation (pre-request scanning, post-response masking for healthcare data)
• MLflow model registry (versioning, A/B testing, rollback)
• Build CI/CD for model deployment, Feature store integration (Databricks Feature Store MCP tools)
• OpenTelemetry instrumentation (usage events emission to AI Marketplace metering)
• MCP tool manifest registration (score_claim, explain_detection, provider_profile tools)