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OpenAIOpenAISan Francisco, CA

Director, Compute Finance FP&A

Leads financial planning, forecasting, and analysis for Compute & Infrastructure, managing the company's largest cost center. Partners with Engineering and Finance on investment decisions, scenario modeling, and efficiency tracking; requires 10+ years in strategic finance and team leadership experience.

234k – 325k/yr
On-site10+ YOEFinance & Accounting

About the role

What You’ll Do

Own compute financial planning & Forecasting

  • Build and manage consolidation models for GPU/CPU capacity, storage, networking, and data center investments.
  • Translate infrastructure roadmaps into short- and long-term financial forecasts (LRP, annual planning).
  • Coordinate closely with Corporate FP&A on timelines and process.
  • Present insights on a monthly basis to senior management.

Drive infrastructure investment decisions

  • Evaluate build vs. buy, vendor vs. owned infrastructure, and capacity allocation tradeoffs.
  • Develop frameworks for investment trade-offs to guide executive decision making.

Build scalable tooling & reporting

  • Implement stakeholder-facing dashboards to track compute spend, utilization, and efficiency metrics.
  • Improve visibility into unit economics (e.g., cost per training run, cost per inference, cost per customer).

Drive forecasting accuracy & accountability

  • Lead budget vs. actual analysis for compute and infrastructure spend.
  • Identify key cost drivers (utilization, pricing, efficiency gains) and reduce forecast variance.

Support close & financial reporting

  • Partner with Accounting to ensure accurate classification of infrastructure spend (OpEx vs CapEx).
  • Translate complex infrastructure costs into clear insights for leadership.

Enable strategic decision-making

  • Build scenario models to support leadership decisions on capacity scaling, new model launches, and infrastructure investments.
  • Lead ad hoc analyses on emerging topics.

You Might Thrive in This Role If You Have

  • 10+ years in strategic finance, with experience in infrastructure, cloud, hardware, or compute-intensive environments.
  • 2+ years in investment banking.
  • Must have experience running an FP&A team at the corporate level or business unit level with significant scale.
  • Strong financial modeling skills, particularly in capacity planning, unit economics, and scenario analysis under uncertainty.
  • Experience supporting large-scale infrastructure or cloud spend (e.g., AWS/GCP/Azure, GPUs, data centers).
  • Ability to translate technical concepts (compute usage, model training/inference, system architecture) into financial insights.
  • Proficiency in Excel/Sheets, SQL, and BI tools (e.g., Tableau); experience with planning systems like Anaplan is a plus.
  • Strong cross-functional partnership skills, especially with Engineering, Product, and Supply Chain.
  • Familiarity with AI/ML infrastructure cost drivers and the economics of training and serving models.

Skills

Financial ModelingExcelSQLTableauAnaplanGPUAWSGCPAzureUnit EconomicsScenario AnalysisCapacity Planning
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