Related skills
aws python kubernetes distributed systems ray core📋 Description
- Improve the cost efficiency, reliability, and performance of our validation and simulation pipelines
- Create production-grade APIs, SDKs, and tools to enable a varied set of validations of autonomous behaviors
- Improve the ML training pipelines supporting the autonomous behavior org
🎯 Requirements
- Bachelorfs degree in CS or related field with 6+ years of experience
- Experience optimizing large-scale distributed systems for cost/efficiency
- Experience with AWS or similar providers
- Proficiency with Python and familiarity with C++
- Exposure to ML workloads (training, inference, data generation) cost optimization
- Background in algorithmic optimization or performance investigation
- Experience with Ray.io, Ray Core, and Ray Data
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