Data Science, AI Compute Strategy, Canada
Core
Develops analytical and financial models to guide AI investment, monetization, GPU economics, and strategic planning for Autodesk's Foundation Models.
Role type
Senior strategy-level data scientist (AI compute & economics)
Builds
Strategic frameworks, adoption forecasts, GPU/inference cost models, and decision-support insights for AI portfolio
Domain
AI infrastructure economics, cloud compute, SaaS monetization
Deliverable
dashboards & analysis
Required skills
financial modeling, usage analytics, cost analysis, GPU economics, cloud infrastructure economics, inference cost modeling, strategic planning, data visualization, stakeholder alignment
Preferred skills
GPU-intensive workload analysis, capacity planning, compute cost optimization, SaaS economics, usage-based monetization, AI agents, API-driven business models
Technologies
Excel, SQL, Python, PowerPoint
Responsibilities
Build financial models quantifying AI business impact; Develop forecasts for AI adoption, usage, revenue, and GPU consumption; Construct business cases for investment and pricing; Model and optimize GPU economics and cloud compute costs; Analyze GPU demand and utilization to improve infrastructure efficiency; Translate telemetry data into insights for monetization and growth; Create executive presentations and strategic narratives; Contribute to repeatable dashboards and reporting frameworks
Seniority
Senior, hands-on IC with strategic scope
