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.