Machine Learning Engineer, ML Resources
- Analyze and report on ML resource (compute, storage, accelerators) usage, costs, and efficiency trends across different teams and projects.
- Develop, maintain, and improve dashboards and tools for monitoring key resource metrics and providing actionable insights.
- Identify and investigate opportunities for resource optimization, cost reduction, and performance improvements in ML workflows.
- Support and guide ML engineers and researchers on best practices for resource utilization
- Contribute to the development, documentation, and enforcement of resource management policies and best practices.
- Bachelor's degree in Computer Science, Engineering, or related field, and 2+ years equivalent experience
- Experience with distributed systems principles and experience building distributed systems for production environments.
- Solid Python or C++ skills
- Experience monitoring, debugging, and troubleshooting complex distributed systems
- Experience communicating updates and resolutions to customers and other partners
- Experience with compute and storage management for medium to large organizations
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