Senior Capacity Engineer
Core
Own end-to-end capacity planning lifecycle for compute platforms, including demand forecasting, supply planning, and efficiency optimization.
Role type
Senior IC capacity engineer (infrastructure & data analysis)
Builds
Intelligent dashboards, predictive analysis models, and capacity planning processes
Domain
Cloud infrastructure, compute platforms, data analysis
Deliverable
production ML models
Required skills
demand forecasting, capacity modeling, AI/ML for operations, time-series analysis, infrastructure optimization, Kubernetes, virtualization, data visualization, stakeholder communication, SLO/KPI definition
Preferred skills
LLMs, generative AI, infrastructure procurement, statistical forecasting
Technologies
Kubernetes, AI/ML frameworks, time-series databases, visualization tools
Responsibilities
Forecast monthly capacity demand, build and maintain capacity models, develop AI-driven dashboards, optimize resource utilization, represent capacity planning in cross-functional forums, track capacity SLOs and KPIs, drive efficiency improvements like right-sizing and bin-packing, partner with service teams on workload characteristics, provide data-driven recommendations for hardware acquisition.
Seniority
Senior, hands-on IC
