Capacity Strategy & Operations
Core
Own end-to-end capacity planning for GPU supply, translating customer commitments and growth forecasts into concrete demand signals to ensure reliable infrastructure for AI companies.
Role type
Senior IC Capacity Strategy & Operations Manager
Builds
Predictable GPU supply foundation for internal engineering teams and external AI customers
Domain
AI Infrastructure / Cloud Computing / Hardware Supply Chain
Deliverable
production ML models | infrastructure
Required skills
Cross-functional process ownership, quantitative modeling, demand forecasting, scenario analysis, CapEx decision support, vendor coordination, operational cadence design, risk management, stakeholder alignment, data-driven reporting
Preferred skills
GPU infrastructure familiarity, high-growth startup experience, vendor/partner management in hardware or cloud
Technologies
Spreadsheets, dashboards, reporting tools
Responsibilities
Own the capacity planning process from intake to post-mortem, translate sales pipeline and infrastructure targets into GPU demand forecasts, partner with Finance to model scenarios and support CapEx decisions, coordinate with Capacity Acquisition to align procurement with demand, resolve cross-functional capacity conflicts, build operational cadence to reduce ad-hoc chaos, develop real-time capacity health dashboards, identify operational gaps and drive process improvements
Seniority
Senior, hands-on IC with strategic scope
