Director, AI Infrastructure Strategy & Operations - AI Experiences
Core
Develop forecasting models and resource-allocation frameworks for GPU capacity and AI infrastructure to align investments with business priorities and product outcomes.
Role type
Director, AI Infrastructure Strategy & Operations
Builds
AI infrastructure capacity plans, demand models, governance processes, and quantitative business cases for resource allocation.
Domain
AI Infrastructure, Cloud Computing, Strategic Planning
Deliverable
production ML models
Required skills
Forecasting, resource allocation, infrastructure governance, quantitative modeling, scenario analysis, executive communication, cross-functional partnership, capacity planning, cost optimization, data analysis
Preferred skills
AI infrastructure operations, cloud capacity planning, model serving, inference, training, distributed systems, business case development, ROI modeling
Technologies
SQL, Python, Power BI, Kusto, Excel
Responsibilities
Develop forecasting models for GPU capacity and AI infrastructure resources; Create frameworks for evaluating and allocating constrained infrastructure resources; Drive governance processes for infrastructure requests and executive reviews; Build quantitative models and business cases to support investment decisions; Define telemetry and dashboards for infrastructure utilization and cost analysis; Lead cross-organizational initiatives for migrations and cost optimization.
Seniority
Director, strategic leadership & execution
