Capacity Strategy & Operations

Baseten
San Francisco
Workplace: HybridFull timeUSD 190,000 - 235,000 annuallyFunction: Strategy & Corporate DevelopmentExperience: 5+ yearsSkills: ["Cross-functional collaboration","Stakeholder management","Communication","Quantitative modeling","High ownership"]

Own the end-to-end capacity planning process, translating customer commitments, sales pipeline, and infrastructure growth into GPU demand forecasts across regions, GPU types, and timelines. Coordinate cross-functionally with vendors, Finance, Sales, SRE, and Infrastructure to resolve capacity conflicts and honor commitments. Build repeatable systems, dashboards, and leadership-ready capacity health reports, and drive continuous improvements across the capacity lifecycle.

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Baseten
Baseten
13 hours ago

Capacity Strategy & Operations

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Job Summary

Own the end-to-end capacity planning process, translating customer commitments, sales pipeline, and infrastructure growth into GPU demand forecasts across regions, GPU types, and timelines. Coordinate cross-functionally with vendors, Finance, Sales, SRE, and Infrastructure to resolve capacity conflicts and honor commitments. Build repeatable systems, dashboards, and leadership-ready capacity health reports, and drive continuous improvements across the capacity lifecycle.
Location: San Francisco
Workplace: Hybrid
Employment Type: Full time
Job Function: Strategy & Corporate Development
Seniority: Mid level

Key Responsibilities

  • •Own the capacity planning process end to end, including intake, triage, prioritization, fulfillment tracking, and post-mortem learnings.
  • •Translate customer commitments, sales pipeline, and infrastructure growth targets into 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.
  • •Coordinate cross-functionally across Sales, SRE, and Infrastructure to resolve capacity conflicts and ensure customer commitments are honored.
  • •Build reporting, dashboards, and an operational cadence that keeps capacity planning structured and drives continuous process improvements.

Pay and Benefits

Salary: USD 190,000 - 235,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceDentalVisionParental Leave401kFertility Stipend

Key Requirements

  • •5+ years of experience in strategy, operations, consulting, finance, or a similarly analytical, execution-oriented role.
  • •Experience owning complex, cross-functional processes with multiple stakeholders and competing priorities.
  • •Strong quantitative and modeling skills to build demand forecasts, scenario analyses, and capacity models from scratch.
  • •Excellent communication skills, able to turn ambiguous situations into clear recommendations for senior leadership.
  • •High ownership mindset and ability to operate under pressure in fast-moving, ambiguous environments.
Experience:5+ yearsAI/MLHardwareGPU infrastructureCloud
Skills:Cross-functional collaborationStakeholder managementCommunicationQuantitative modelingHigh ownership
Tech Stack:SpreadsheetsDashboards

Company Brief

Baseten
Baseten provides an inference-first ML infrastructure platform that lets engineering and ML teams deploy, serve, and scale machine-learning models with optimized performance, autoscaling, and GPU-backed hosting for production AI applications. ([crunchbase.com](https://www.crunchbase.com/organization/baseten?utm_source=openai))
Industry: AI & Machine Learning
Company Size: Medium (51 to 250 employees)
Growth: Scaleup
Valuation: Unicorn (USD 1B+)
Funding: Series E+
Headquarters: San Francisco, United States
Founded: 2019
Glassdoor
Glassdoor: 5.0
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