Advanced statistical and machine learning techniques
Scalable model development and deployment
Cross-functional collaboration with engineering teams
The role involves developing scalable models to measure and predict data center fleet performance including availability, efficiency, and reliability KPIs across the global AWS infrastructure portfolio
Job Summary
The role involves developing scalable models to measure and predict data center fleet performance including availability, efficiency, and reliability KPIs across the global AWS infrastructure portfolio.
Candidates must be exceptionally strong communicators capable of translating complex quantitative findings into clear recommendations for senior engineering and business leadership.
AWS values diverse experiences and work-life harmony, offering mentorship and career growth resources to help professionals develop into better-rounded experts.
Matching Summary
The role involves developing scalable models to measure and predict data center fleet performance including availability, efficiency, and reliability KPIs across the global AWS infrastructure portfolio.
Skills & Requirements
Must-have
Advanced statistical and machine learning techniques
Scalable model development and deployment
Cross-functional collaboration with engineering teams
Root cause analysis of complex operational failures
Translating quantitative findings into executive recommendations
Nice-to-have
Experience in ambiguous fast-moving environments
Strong written and verbal communication skills
Ability to balance technical rigor with delivery speed
Knowledge of data center mechanical and electrical systems