Global Infrastructure TPM: Scale CPU & Cloud Capacity

OpenAI, Inc.; San Francisco (CA); Hybrid; USD 207,000 - 285,000; Full time

Benefits offered by this job

Relocation assistance

Medical, dental, vision insurance

Annual learning stipend

Job summary

OpenAI, Inc. is seeking a Technical Program Manager for Global Infrastructure Planning in San Francisco. You will own CPU capacity planning across Research and Compute, linking workload forecasts with multi-regional resource deployment, across AWS, GCP, Azure, and OCI.

The role collaborates with Finance, network teams, and cloud partners to optimize utilization and costs. You will drive long-range capacity planning, resource sizing, and deployment readiness, ensuring scalable infrastructure for

Qualifications

• 5+ years in technical program management, capacity planning, or infrastructure management with ownership of complex programs at scale.
• Experience forecasting, supply planning, allocations, and capacity operations for CPU or cloud compute infrastructure.
• Technical depth across CPUs, GPUs, storage, and networks.
• Experience across multiple cloud providers and capacity tooling.

Responsibilities

• Lead CPU demand planning across Research, Compute, and application infrastructure and maintain forecasts.
• Translate workload growth into integrated CPU, storage, and network requirements with engineering partners.
• Reconcile supply and demand, model constrained scenarios, and manage allocation planning.
• Coordinate CPU and network allocations as capacity is deployed across the fleet.
• Guide workload architecture decisions and evaluate sizing, data movement, and storage options.
• Drive fleet efficiency through reclaiming unused capacity and rightsizing workloads.
• Scale capacity planning across CPU, storage, and network with owners and tools.
• Collaborate with cloud providers, Finance, Procurement, and engineering on capacity orders and renewals.
• Align capacity plans with deployment milestones and resolve gaps delaying usable capacity.
• Provide leadership with clear demand/supply views and executable plans.

Skills

Technical program management

Capacity planning

Infrastructure management

Cloud infrastructure

Data analysis

Tools

AWS

GCP

Azure

OCI

Job description

OpenAI, Inc. is seeking a Technical Program Manager for Global Infrastructure Planning in San Francisco. You will own CPU capacity planning across Research and Compute, linking workload forecasts with multi-regional resource deployment, across AWS, GCP, Azure, and OCI.

The role collaborates with Finance, network teams, and cloud partners to optimize utilization and costs. You will drive long-range capacity planning, resource sizing, and deployment readiness, ensuring scalable infrastructure for