Compute Optimization Researcher/Engineer
Tasks
- Analyze tradeoffs across data centers cloud and hybrid environments
- Build dashboards metrics and operational tooling
- Build optimization models for compute allocation
- Create forecasting frameworks for GPU demand and capacity
- Design decision tools for compute allocation
- Develop planning systems for supply demand cost latency reliability
- Improve utilization of GPUs networking power cooling storage
- Integrate operational data sources into optimization workflows
- Present recommendations to technical leaders and executives
- Refine models based on workload supply constraints and priorities
Perks/Benefits
Skills/Tech-stack
Apache Spark | CPLEX | Capacity Planning | Cloud Capacity | Cloud Capacity Planning | Convex Optimization | Cvxpy | Data center | Data center operations | Forecasting | GPU scheduling | Gurobi | Integer optimization | Linear Programming | Mixed Integer | Mixed integer optimization | Pandas | Pyomo | Python | SQL | Simulation
Education
Roles
Regions
Countries
States
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