Strategic Finance Manager Infrastructure and Research and Development

Fireworks AI operates an AI platform for production inference and training of open-source models.

San Mateo, United States
About Fireworks AI

Fireworks AI provides serverless and dedicated model inference, model deployment, and supervised and reinforcement fine-tuning for developers and enterprises building AI applications.

View jobs by Fireworks AI

Skills

Candidate Availability

Required and preferred rules are kept separate and reflect the wording in the original posting.

About the Role

You will own financial analysis for GPU infrastructure and R&D. You will build compute and capacity models, support headcount and operating-budget planning, analyze vendor commitments, forecast spend and variances, and create reporting and processes that make compute and R&D economics clear to leadership.

Requirements

  • 4-7 years of experience in investment banking, private equity, or equivalent experience
  • Expert financial modeling skills
  • Interest in operations
  • Ability to work with imperfect data
  • Communication skills for technical and non-technical audiences
  • Ability to build structure and scalable processes
  • Bachelor's degree or equivalent practical experience

Responsibilities

  • Build and maintain financial models for GPU capacity, utilization, cost, unit economics, gross margin, and cash
  • Support R&D planning for headcount, hiring, tooling, vendor spend, and operating budgets
  • Support infrastructure capacity planning and maintain capacity data
  • Evaluate cloud and GPU provider commitment structures and contract terms
  • Track provider performance and credit refunds
  • Support vendor negotiations and renewals
  • Forecast and analyze compute, cloud, and R&D spending
  • Track and forecast research compute separately from production serving
  • Build reporting, dashboards, and processes for compute and R&D economics
  • Contribute compute and R&D inputs to board materials, investor updates, and fundraising processes