Solventum is seeking a Principal ML Engineer to lead the technical architecture and engineering strategy for AI integration in healthcare systems. The ideal candidate will have extensive experience in MLOps, cloud infrastructure, and large-scale ML deployment, with a focus on reliability and performance in clinical environments
Job Summary
As a Principal ML Engineer, you will lead the technical architecture and engineering strategy for integrating sophisticated AI into high-stakes Healthcare Information Systems (HIS).
Your mission is the engineering of the ecosystem, architecting robust MLOps pipelines and cloud infrastructure required to move models from experimental notebooks into mission-critical clinical environments.
You will serve as the lead architect for the ML platform, ensuring all systems are HIPAA/HITRUST compliant and follow "security-by-design" principles.
Matching Summary
Match Score: 85
Solventum is seeking a Principal ML Engineer to lead the technical architecture and engineering strategy for AI integration in healthcare systems. The ideal candidate will have extensive experience in MLOps, cloud infrastructure, and large-scale ML deployment, with a focus on reliability and performance in clinical environments.
Skills & Requirements
Must-have
MLOps pipelines
cloud infrastructure
Python and Java/Go
Spark, Snowflake/Databricks
Generative AI (LLMs)
Agentic frameworks
containerized microservices architecture
Nice-to-have
GPU optimization
cybersecurity best practices
distributed systems design
Key Requirements
Bachelors Degree or Higher in Computer Science, Software Engineering, or related technical field
10+ years of experience in software engineering
6+ years deploying and maintaining large-scale ML systems in production