What are the responsibilities and job description for the MLOPS Ray Consultant position at Jobs via Dice?
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Position: MLOPS Ray
Location: Austin, TX/ Sunnyvale, CA
Job Description:
Position: MLOPS Ray
Location: Austin, TX/ Sunnyvale, CA
Job Description:
- Deep understanding of Ray, Operate, monitor, and triage all aspects of our production and non-production environments. Automate deployment and orchestration of services into the cloud environment as well as other routine processes. Work on multiple cloud environment like AWS and Google Cloud Platform.
- Actively participate in capacity planning, scale testing, and disaster recovery exercises.
- Interact with and support partner teams, including Engineering, QA, and program management.
- Troubleshoot customer concerns for ML Tuning and inference endpoints on Ray.
- Designing and implementing RESTful/RPC API and services using Golang OR Python.
- Implement SLO/SLI, error budget reporting for various customers
