Strategic Capacity & Operations Lead

US Health Partners, LLC; San Francisco (CA); Hybrid; USD 140,000 - 200,000; Full time

Benefits offered by this job

Equity

Medical/Dental/Vision insurance (US)

Flexible PTO

Parental leave

401(k)

Job summary

Baseten is seeking a Capacity Strategy & Operations leader to own end-to-end capacity planning, turning forecasts into actionable supply requirements and coordinating across Sales, SRE, Finance, and Vendors. You’ll translate commitments into GPU demand signals and drive scalable processes in a fast-moving hardware market.

You will model complex scenarios, guide leadership with clear recommendations, and own continuous improvements to capacity lifecycle, ensuring reliability and predictable

Qualifications

• 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.
• Operates well under pressure and in ambiguous, fast-moving environments where the playbook does not yet exist.

Responsibilities

• 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.
• Build and maintain the operational cadence that keeps capacity planning structured, visible, and free of ad-hoc Slack chaos.
• Develop reporting and dashboards that give leadership a real-time view of capacity health, utilization trends, and risk exposure.
• Identify recurring operational gaps in the capacity lifecycle and drive process improvements that reduce toil and improve reliability.

Skills

Capacity planning

Forecasting

Cross-functional collaboration

Data modeling

Excel / spreadsheet modeling

Communication

Job description

Baseten is seeking a Capacity Strategy & Operations leader to own end-to-end capacity planning, turning forecasts into actionable supply requirements and coordinating across Sales, SRE, Finance, and Vendors. You’ll translate commitments into GPU demand signals and drive scalable processes in a fast-moving hardware market.

You will model complex scenarios, guide leadership with clear recommendations, and own continuous improvements to capacity lifecycle, ensuring reliability and predictable