Product Finance Director, AI Products & GPU Investment Strategy
Core
Product Finance leader scaling AI business by planning GPU supply/demand, shaping AI product pricing, and building unit economics.
Role type
Senior IC Product Finance Director (AI/GPU)
Builds
AI product economics, GPU capacity plans, pricing models, financial operations systems
Domain
AI/ML infrastructure, Cloud Computing, GPU Supply Chain
Required skills
Strategic/Product Finance, Investment Banking/PE/Consulting background, Consumption-based business models, Public cloud infrastructure costs, Unit cost analysis, Gross margin optimization, Partnering with Engineering/Product executives, Building scalable financial systems, Team leadership
Preferred skills
AI/GPU economy experience, Training/inference workloads, Hyperscaler commitment structures, Neocloud economics, Multi-product P&L ownership, SQL/Python/Notebook proficiency
Technologies
SQL, Python, Notebook environments
Responsibilities
Plan GPU supply and demand across production inference, research, and new products; Drive capacity commitment and procurement strategies across hyperscalers and neoclouds; Lead revenue and margin analytics across AI product portfolio; Model end-to-end unit economics for AI products before launch; Establish KPIs for engineering efficiency (GPU utilization, cost per token); Design ROI and capital allocation frameworks for asymmetric bets; Build and mentor a high-performing product finance team
