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University of California - Irvine

Machine Learning Operations Engineer

🇺🇸 Irvine, CA 🕑 Full-Time 💰 $97K - $182K 💻 Software Engineering 🗓️ March 14th, 2026
Python Docker Jupyter

Edtech.com's Summary

University of California, Irvine is hiring a Machine Learning Operations Engineer. The role involves managing and securing Linux servers both on-premises and in the cloud, developing and testing machine learning models using Python and R, and deploying informatics pipelines to support research and operational activities at UCI Health.

Highlights
  • Manage setup, administration, and orchestration of Linux servers for laboratory projects.
  • Develop and test ML analyses and statistical models, including pipelines with large language models using CUDA.
  • Package software into research products such as Jupyter notebooks, Python/R packages, and Docker containers.
  • Deploy ML models into production environments to support research and healthcare operations.
  • Create testing and monitoring tools including regression tests and dashboards.
  • Maintain and debug ML pipelines from hardware through UI components.
  • Collaborate on scientific and technical documentation, including training materials and grant components.
  • Supervise and support lab members and students regarding server infrastructure.
  • Required skills: Linux server deployment and security, Python and R programming, professional communication, and research experience.
  • Compensation range: $97,000 to $182,200 per year, with additional benefits.