Ml Engineer

Solventum

Remote
Remote
Mlops, data reliability, production stability
Ci/cd pipelines for machine learning
Deploy ml models as scalable apis
Solventum is seeking an ML Engineer to build and maintain machine learning pipelines for its remote healthcare information systems. The ideal candidate should have experience in MLOps, data engineering, and a strong proficiency in Python, with a focus on ensuring the reliability of ML models in production

Job Summary

  • As an ML Engineer, you will be responsible for building and maintaining the pipelines that power AI in our Healthcare Information Systems (HIS).
  • You will help bridge the gap between data science and software engineering by implementing automated workflows, managing cloud infrastructure, and ensuring our AI services are secure and scalable.
  • Solventum offers many programs to help you live your best life – both physically and financially.

Matching Summary

Match Score: 85

Solventum is seeking an ML Engineer to build and maintain machine learning pipelines for its remote healthcare information systems. The ideal candidate should have experience in MLOps, data engineering, and a strong proficiency in Python, with a focus on ensuring the reliability of ML models in production.

Skills & Requirements

Must-have

  • MLOps, data reliability, production stability
  • CI/CD pipelines for machine learning
  • Deploy ML models as scalable APIs
  • ETL processes for healthcare data
  • Containerization with Docker and Kubernetes
  • HIPAA and HITRUST security standards

Nice-to-have

  • deploying Large Language Models (LLMs)
  • using frameworks like LangChain
  • working in a regulated environment
  • understanding API design and microservices

Key Requirements

  • 3-5 years of professional experience
  • at least 2 years focused on ML production
  • Bachelor's or Master's degree
  • Strong proficiency in Python and SQL
  • Hands-on experience with AWS, Azure, or GCP
  • Familiarity with Docker
  • Familiarity with PyTorch or Scikit-learn
  • Familiarity with MLOps tools
  • Experience with data processing frameworks

Work Rights

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

Tailored Resume

Cover Letter