Capacity Strategy & Operations

Job summary

Responsibilities

As a member of the Capacity Strategy & Operations team, you will sit at the intersection of supply intelligence, demand forecasting, and cross-functional execution, turning a complex, fast-moving hardware market into a predictable, reliable foundation for our customers and internal engineering…

• Own the capacity planning process end to end: intake, triage, prioritization, fulfillment tracking, and post-mortem learnings
• Translate customer commitments, sales pipeline, and infrastructure growth targets into concrete GPU demand forecasts across regions, GPU types, and timelines
• Partner with Finance to model capacity scenarios, evaluate new supply opportunities, and support CapEx decision-making
• Work closely with the Capacity Acquisition team to align supply procurement with forward demand, flagging gaps and risks early
• Coordinate cross-functionally across Sales, SRE, and Infrastructure teams to resolve capacity conflicts and ensure customer commitments are honored

What they're looking for

• 5+ years of experience in strategy, operations, consulting, finance, or a similarly analytical and execution-oriented role
• Demonstrated ability to own complex, cross-functional processes with multiple stakeholders and competing priorities
• Strong quantitative and modeling skills — comfortable building demand forecasts, scenario analyses, and capacity models from scratch
• Excellent communication skills, with a track record of distilling ambiguous situations into clear recommendations for senior leadership
• High ownership mindset: you identify what is broken, build the fix, and follow through until it is working

Tech stack

• Spark