Machine Learning Engineer

As an ML Engineer at Solventum, you will build and maintain the pipelines that power AI in our Healthcare Information Systems. You will ensure machine learning models work reliably in production by implementing automated workflows, managing cloud infrastructure, and securing scalable AI services. This role bridges data science and software engineering, focusing on MLOps, data reliability, and production stability to improve healthcare outcomes.

• Develop and maintain CI/CD pipelines for machine learning
• Deploy ML models as scalable APIs and microservices
• Implement monitoring for model performance and system health
• Develop and optimize ETL processes for healthcare data
• Ensure data handling and deployments meet HIPAA and HITRUST standards
• Write clean, maintainable Python code and utilize containerization