Staff ML Ops Engineer

Job description

Job responsibilities

• Transform proofs of concept into scalable solutions, helping product teams deliver new robot capabilities to customers
• Evolve and scale fielded solutions, enabling continuous model improvement and redeployment
• Work with stakeholders across BD to understand requirements, ensuring deployed solutions meet end-user needs
• Own end-to-end delivery of new capabilities, spanning implementation, testing, deployment, and operations
• Maintain our GPU clusters and develop automation to monitor and improve cluster health
• Use observability tools to monitor system health and root-cause problems across the platform
• Drive accuracy and efficiency by profiling and optimizing ML data, training, and evaluation pipelines.
• Work closely with other members of the ML Platform team to implement, deploy, and maintain ML infrastructure