Infrastructure Capacity Planner, Demand Planning
Core
Own medium-range demand forecasts for all infrastructure resource classes (accelerators, CPU, storage, network, managed services) to support sourcing, purchasing, and efficiency targets.
Role type
Senior Infrastructure Capacity Planner (Demand Planning)
Builds
Multi-resource demand forecasts, planning tools, and canonical capacity data layers.
Domain
Cloud infrastructure, AI compute, hyperscale data centers
Deliverable
production ML models | product features
Required skills
Capacity planning, demand forecasting, SQL, Python/pandas, forecasting/optimization stacks, data-center resource classes, contract qualification, variance analysis
Preferred skills
Cloud/neocloud reserved capacity onboarding, accelerator fleet forecasting, data center/colocation delivery, accelerator health/burn-in testing, lifecycle/state-machine services, hardware generation onboarding
Technologies
SQL, Python, pandas, forecasting/optimization stacks
Responsibilities
Build and own medium-range multi-resource demand forecasts; Run plan-vs-reality loops to drive variance toward zero; Qualify incoming capacity tranches against forecasts; Partner with Finance to translate forecasts into cost-efficiency drivers
Seniority
Senior, hands-on IC
