Data Scientist, CloudTune
Core
Develops sophisticated algorithms combining machine learning-based demand forecasting with mathematical optimization to solve large-scale capacity planning problems under uncertainty for Amazon's compute infrastructure.
Role type
Senior IC data scientist (forecasting and optimization)
Builds
Automated procurement, retention, and release policies for AWS capacity
Domain
Cloud infrastructure / Operations research
Deliverable
production ML models
Required skills
stochastic optimization, time series modeling, machine learning, statistical modeling, SQL, Python, R, SAS, Matlab, big data solutions
Preferred skills
Ph.D. in STEM, experience in large technology company, defining benchmarks for GenAI model performance, statistical measures (confidence intervals, significance of error)
Technologies
AWS, SQL, Python, R, SAS, Matlab
Responsibilities
Process and analyze large data sets; Build statistical models for multi-year capacity demand forecasting; Create and maintain technical documentation; Present research findings to scientists, engineering teams, and senior leadership
Seniority
Senior, hands-on IC