Senior Software Engineer - HPC Cost Optimization & Efficiency
Zoox
about 2 months ago
Foster City, CA, USA
Senior
H1B Sponsor
Responsibilities
- Design and implement cost optimization strategies across distributed compute infrastructure.
- Build cost visibility, attribution, and chargeback systems for accountability.
- Optimize job scheduling algorithms and auto-scaling policies.
- Design multi-region orchestration strategies for data locality and cost.
- Identify and eliminate inefficient workload patterns through analysis.
- Evaluate new technologies to reduce costs while meeting computational needs.
- Develop cost forecasting models and budget management tools.
- Implement cloud cost optimization strategies including spot instances.
Requirements
- Experience optimizing large-scale distributed systems for cost and efficiency.
- Experience with Ray.io, particularly Ray Core and Ray Data.
- Experience with Kubernetes for heterogeneous workloads and cost optimization.
- Experience with cloud cost management on AWS or similar providers.
- Track record of achieving measurable cost reductions in production infrastructure.
- Demonstrated ability to prioritize development work and build cross-functional consensus.
- Proficiency with Python.
Tech Stack
AWSKubernetesPython
Categories
AI & MLBackendData EngineeringDevOps