AI Capacity Operations Manager
Core
End-to-end management of AI model capacity programs, including demand management, prioritization, allocation, governance, and resource optimization to support scalable operations.
Role type
Senior IC program strategy & execution lead (AI capacity)
Builds
Strategic capacity initiatives, operating rhythms, governance frameworks, and data-driven insights for AI model operations
Domain
AI/ML infrastructure, Cloud Computing, Generative AI, Agentic AI
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
Program management, process management, financial analysis, data-driven forecasting, executive communication, stakeholder alignment, risk management, workflow automation, systems integration, cloud capacity planning, GPU infrastructure knowledge, AI/ML service familiarity, data visualization, business intelligence
Preferred skills
Experience with major cloud providers, AI product concepts, supply constraint management, process transformation
Technologies
Cloud infrastructure, AI platforms, GPU infrastructure, cloud capacity management, data visualization tools, business intelligence tools, forecasting models
Responsibilities
Drive cross-functional execution across Engineering, Finance, Product, and GTM teams; Evaluate capacity trends and future growth needs; Establish governance frameworks for prioritization and allocation; Develop forecasting models and executive reporting; Manage executive communications and escalation processes; Partner with leadership to align capacity investments with business objectives
Seniority
Senior, hands-on IC with strategic oversight
