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AI Infrastructure Specialist

2 weeks ago

San Francisco, California, United States Abridge AI Inc. Full time

Abridge AI Inc. is a pioneer in generative AI for healthcare, setting the industry standards for the responsible deployment of AI across health systems.

We are looking for an experienced Machine Learning Infrastructure Engineer to join our team. As a key member of our engineering organization, you will be responsible for scaling and deploying machine learning models to handle increasing traffic demands and integrating them with various platforms.

The ideal candidate will have 5+ years of experience in ML model deployment and scaling, with a focus on production-quality software. They should have strong proficiency in Python and Kubernetes, with experience building scalable ML infrastructure.

The role involves architecting, designing, and implementing ML software systems for deploying and managing models at scale. You will work with stakeholders across machine learning and operations teams to iterate on systems design and implementation.

Our AI-driven healthcare platform requires robust, scalable, and efficiently deployed models. As an ML Infrastructure Engineer, you will optimize and maintain the performance of ML systems to ensure high availability, fault tolerance, and smooth scalability.

  • Architect, design, and implement ML software systems for deploying and managing models at scale.
  • Develop and maintain infrastructure that supports efficient ML operations, including model evaluations, deployments, and training at scale.
  • Work with stakeholders across machine learning and operations teams to iterate on systems design and implementation.
  • Optimize and maintain the performance of ML systems to ensure high availability, fault tolerance, and smooth scalability.

We offer a range of benefits, including flexible/ unlimited PTO, medical insurance, dental & vision insurance, Flexible Spending (FSA) & Health Savings (HSA) Accounts, 401k Plan, Paid Parental Leave, and Flexible working hours.