Data Scientist, Inference Capacity Optimization
Tasks
- Analyze production workloads for latency bottlenecks
- Build dashboards and operational metrics
- Build machine learning models for GPU utilization
- Communicate technical findings to engineering and leadership
- Design experiments and simulations for scheduling policies
- Develop forecasting models for inference demand
Perks/Benefits
- N/A
Skills/Tech-stack
Capacity Planning | Causal analysis | Cost Optimization | Distributed Systems | Experimentation | Forecasting | Machine Learning | Optimization | Python | Queueing Theory | Reinforcement Learning | SQL | Series forecasting | Statistical inference | Time Series | Time Series Forecasting
Education
Roles
Regions
Countries
States
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