About the role
We are seeking a Strategic Finance Lead to help lead the economics of our AI products. In this role, you will be a key partner to our product, inference, and data teams, providing financial expertise to optimize model spend and drive pricing and margin decisions.
Responsibilities
- Finance lead for inference and model spend, including budgeting, monthly forecasting, variance analysis, and financial plan maintenance.
- Build and maintain product-margin models across the product portfolio, reconciling revenue, serving cost, and gross margin from production usage data.
- Develop deep expertise in model provider contracts, pricing structures, and cost drivers, and surface optimization opportunities across the model portfolio and routing mix.
- Serve as subject matter expert for product unit economics, owning source of truth on cost per request, margin by product and tier, and customer-segment and feature-level economics.
- Own the consolidated model-cost forecast, translating product roadmaps and model transitions into forward-looking spend and margin trajectories.
- Analyze the margin impact of pricing, packaging, and model-deployment decisions, distilled into a framework for product and pricing strategy.
- Partner closely with product, inference, and data engineering to understand how usage and serving cost scale, and translate those technical dynamics into financial frameworks.
Requirements
- Exceptional analytical skills with an ability to synthesize data into compelling insights and develop complex financial operating models.
- Extraordinary problem-solving and critical thinking abilities to develop new frameworks for assessing product margin and unit economics in a rapidly evolving industry.
- Attention to detail and patience for getting to the source of truth on complex and interconnected usage, revenue, and cost data.
- Comfort working cross-functionally and are adept at communicating complex financial information to non-finance audiences.
- Sound commercial judgment across pricing, packaging, discounting, and the tradeoffs between growth and margin.
- A proven track record of partnering with technical and product teams to drive financial optimization initiatives.
- A bias toward action, strong work ethic, and experience driving operational outcomes under tight timelines.
- Background in AI, ML, or consumption-based business models with complex cost structures.
Preferred qualifications
- 4+ years of experience in strategic finance, private equity, growth equity, consulting, or investment banking, preferably with software or AI product experience.
- Experience in AI or LLM product financial management, including direct work with model providers or inference platforms.
- Deep expertise in usage-based pricing, subscription economics, and gross-margin and COGS attribution by customer and model family.
- Experience with model serving economics, including how latency, throughput, and token usage flow through to margin performance.
- Proficiency with financial modeling tools.