Principal Ml Engineer

Solventum

Dublin, Ireland
**
Mlops pipelines
Cloud infrastructure
High-performance serving layers
** Solventum is seeking a Principal ML Engineer to lead the architecture and engineering strategy for integrating advanced AI into healthcare information systems. The ideal candidate should have extensive experience in deploying large-scale ML systems, particularly in healthcare, and possess strong technical skills in MLOps, cloud infrastructure, and data engineering. **

Job Summary

  • Lead the technical architecture and engineering strategy for integrating sophisticated AI into high-stakes Healthcare Information Systems (HIS).
  • Architect the robust MLOps pipelines and cloud infrastructure required to move models from experimental notebooks into mission-critical clinical environments.
  • 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: 75

** Solventum is seeking a Principal ML Engineer to lead the architecture and engineering strategy for integrating advanced AI into healthcare information systems. The ideal candidate should have extensive experience in deploying large-scale ML systems, particularly in healthcare, and possess strong technical skills in MLOps, cloud infrastructure, and data engineering. **

Skills & Requirements

Must-have

  • MLOps pipelines
  • cloud infrastructure
  • high-performance serving layers
  • agent-based reasoning systems
  • healthcare-specific data formats
  • Infrastructure as Code
  • monitoring and observability frameworks
  • HIPAA/HITRUST compliance
  • containerization (Docker/Kubernetes)

Nice-to-have

  • GPU optimization
  • distributed data processing
  • security-by-design principles

Key Requirements

  • 10+ years software engineering
  • 6+ years deploying large-scale ML systems
  • Expert MLOps & Cloud (AWS/GCP/Azure, Kubernetes, Kubeflow, Airflow)
  • Expert Python and Java/Go
  • Strong Data Engineering (Spark, Snowflake/Databricks)
  • Hands-on Applied AI (Generative AI, Agentic frameworks)

Work Rights

Must be legally authorized to work in country of employment without sponsorship for employment visa status

Tailored Resume

Cover Letter