Technical Program Manager, AI Infrastructure Capacity Planning

About the Role

Qualifications

• 8+ years of experience in technical program management, infrastructure capacity planning, cloud infrastructure, supply planning, or a closely related field.
• Demonstrated ownership of capacity planning for large-scale distributed systems, cloud platforms, AI or ML workloads, or hyperscale infrastructure.
• Ability to translate ambiguous demand into structured assumptions, scenarios, technical resource requirements, and executable plans.
• Technical fluency across compute, networking, storage, data center infrastructure, utilization, reliability, and deployment dependencies.
• Strong analytical skills and experience developing planning models, operational metrics, dashboards, or data-driven decision systems.
• Experience leading decisions across engineering, finance, sourcing, deployment, operations, and executive stakeholders.
• Excellent written and verbal communication, including the ability to explain uncertainty, tradeoffs, and recommendations clearly.
• Preferred Skills
• Experience planning GPU, accelerator, or AI infrastructure capacity for training or inference workloads.
• Experience with cluster allocation, cloud capacity, hardware supply, infrastructure procurement, site readiness, or production activation.
• Familiarity with forecasting methods, scenario planning, optimization, cost attribution, capacity economics, and utilization management.
• Experience building planning tools or source-of-truth systems using SQL, Python, spreadsheets, BI platforms, or similar technologies.
• Track record of improving utilization, reducing infrastructure cost or risk, and enabling critical workloads during periods of constrained supply.

Location

• San Francisco, California. This role requires regular in-person collaboration with infrastructure, research, and operational partners.
• About OpenAI
• OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core, and to achieve our mission, we must encompass and value the many different perspectives, voices, and experiences that form the full spectrum of humanity.
• We are an equal opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability, genetic information, or other applicable legally protected characteristic.
• For additional information, please see OpenAI’s Affirmative Action and Equal Employment Opportunity Policy Statement.
• Background checks for applicants will be administered in accordance with applicable law, and qualified applicants with arrest or conviction records will be considered for employment consistent with those laws, including the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act, for US-based candidates. For unincorporated Los Angeles County workers: we reasonably believe that criminal history may have a direct, adverse and negative relationship with the following job duties, potentially resulting in the withdrawal of a conditional offer of employment: protect computer hardware entrusted to you from theft, loss or damage; return all computer hardware in your possession (including the data contained therein) upon termination of employment or end of assignment; and maintain the confidentiality of proprietary, confidential, and non-public information. In addition, job duties require access to secure and protected information technology systems and related data security obligations.
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• At OpenAI, we believe artificial intelligence has the potential to help people solve immense global challenges, and we want the upside of AI to be widely shared. Join us in shaping the future of technology.