Technical Program Manager, Global Infrastructure Planning
Core
Own CPU capacity planning and management across Research and Compute, integrating CPU, storage, and network requirements to support OpenAI's global GPU fleet and model training at scale.
Role type
Senior Technical Program Manager (Infrastructure Planning)
Builds
Integrated capacity plans, supply and allocation strategies, and efficiency programs for global compute infrastructure.
Domain
AI Infrastructure / Cloud Computing / Data Center Operations
Deliverable
production ML models
Required skills
Technical program management, demand forecasting, supply chain planning, capacity engineering, multi-cloud strategy, infrastructure cost optimization, stakeholder leadership, data modeling, scenario planning, resource allocation
Preferred skills
Experience with GPU clusters, workload architecture analysis, automation of planning workflows, cross-functional decision making
Technologies
AWS, GCP, Azure, OCI, Kubernetes, Cloud Providers
Responsibilities
Lead CPU demand planning and forecasting for research and application infrastructure; Translate workload growth and GPU plans into integrated CPU, storage, and network requirements; Reconcile supply with demand and drive allocation/prioritization decisions; Partner with network teams to translate regional demand into bandwidth and connectivity plans; Drive fleet efficiency programs to reclaim unused capacity and reduce costs; Scale integrated capacity planning tools and processes; Align capacity plans with cluster deployment milestones; Partner with Finance and Procurement on capacity orders and commitments; Provide leadership with clear views of demand, supply, and tradeoffs.
Seniority
Senior, hands-on IC
