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Sr. Manager, Capacity Planning

San Francisco

About the Role

This role owns the intersection of customer demand and compute supply: forecasting how much capacity we need, deciding which products/services get allocated capacity, and building the systems to make those decisions repeatable. You will work across GTM, Strategic Finance, and Infrastructure Engineering to turn demand planning into a structured, data-driven function, directly impacting revenue per GPU and how efficiently we scale our compute fleet.

Responsibilities

  • Run demand forecasting in partnership with GTM and Strategic Finance, translating customer pipeline and usage data into the capacity signals that drive supply planning decisions
  • Create demand planning model based on existing utilization and growth metrics
  • Define Supply Plan to deliver on demand forecast
  • Partner with Strategic Finance on capital allocation inputs, providing the demand and utilization data that informs capacity investment decisions and revenue modeling
  • Own capacity allocation decisions, matching demand to available compute resources and making trade-off recommendations 
  • Design and build allocation tooling and dashboards, defining requirements, working with engineering or using low-code tools to automate tracking of customer commitments, capacity utilization, and reallocation workflows
  • Define and maintain capacity health metrics (fleet utilization, revenue per GPU, committed vs. available capacity) and reporting that gives leadership and GTM visibility into allocation status and risks

Requirements

  • 7+ years of experience in capacity planning, demand planning, revenue operations, supply chain or infrastructure strategy within cloud, AI/ML, or a high-growth technology environment, with a track record of building or scaling a planning function
  • Experience partnering with GTM teams to translate pipeline and usage data into capacity or supply planning decisions
  • Strong quantitative skills: able to build and own forecasting models, utilization analyses, and scenario planning frameworks in SQL and spreadsheets; Python is a plus
  • Experience designing or improving operational workflows such as allocation systems, intake processes, or cross-functional planning cadences
  • Ability to synthesize competing inputs (customer commitments, infrastructure timelines, financial targets) into clear allocation recommendations under constraints
  • Ability to drive alignment across engineering, finance, and go-to-market stakeholders
  • Strong written and verbal communication skills, with the ability to present complex trade-offs clearly to senior leadership

Nice to Have

  • Experience at a cloud provider, AI infrastructure company, or hyperscaler working on capacity allocation, fleet planning, or compute economics
  • Experience running or contributing to a deal desk process, including capacity checks, pricing approvals, or custom configuration reviews
  • Familiarity with GPU workload characteristics (training vs. inference, model size, throughput/latency trade-offs) and how they influence resource planning
  • Background in building dashboards or lightweight tooling to operationalize planning workflows

About Together AI

Together AI is an AI-native cloud company building the infrastructure to make AI faster, cheaper, and more accessible. We're rapidly scaling our GPU footprint: signing our own data center leases, building large-scale clusters, and expanding toward a global owned-infrastructure presence. Our research team has contributed to breakthroughs like FlashAttention, Hyena, and RedPajama, and we co-design across software, hardware, and algorithms to push the frontier of AI efficiency.

Compensation

We offer competitive compensation, startup equity, health insurance, and other benefits, as well as flexibility in terms of remote work. The US base salary range for this full-time position is: $230K - $260K + equity + benefits. Our salary ranges are determined by location, level and role. Individual compensation will be determined by experience, skills, and job-related knowledge. 

Equal Opportunity

Together AI is an Equal Opportunity Employer and is proud to offer equal employment opportunity to everyone regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, veteran status, and more. Please see our Privacy Policy at https://www.together.ai/privacy

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