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Solventum, a healthcare company with a legacy of innovation, is seeking a Principal ML Engineer to lead the integration of AI technologies into healthcare information systems. This remote position requires extensive experience in software engineering and MLOps, focused on creating reliable, scalable AI solutions for clinical environments.
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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
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Solventum, a healthcare company with a legacy of innovation, is seeking a Principal ML Engineer to lead the integration of AI technologies into healthcare information systems. This remote position requires extensive experience in software engineering and MLOps, focused on creating reliable, scalable AI solutions for clinical environments.
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Skills & Requirements
Must-have
MLOps pipelines
cloud infrastructure
high-performance serving layers
data pipelines for healthcare formats
cloud-native infrastructure management
monitoring and observability frameworks
HIPAA/HITRUST compliant systems
containerization (Docker/Kubernetes)
Nice-to-have
GPU optimization
quantization
specialized serving frameworks
distributed data processing
cybersecurity best practices
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
Expert-level Python and Java/Go
Strong experience with Spark, Snowflake/Databricks
Hands-on experience deploying Generative AI (LLMs) and Agentic frameworks