Machine Learning Engineering Manager
Core
Lead a team to build foundation models and machine learning tools for the Architecture, Engineering, and Construction (AEC) industry, specifically for Autodesk's flagship products and Forma.
Role type
Senior IC machine learning engineering manager (AEC domain)
Builds
Foundation models and generative AI tools for AEC applications
Domain
Architecture, Engineering, and Construction (AEC)
Deliverable
production ML models
Required skills
Machine learning engineering, team leadership, technical roadmap planning, talent recruitment, cross-organizational partnership, budget and schedule management, deep learning framework proficiency
Preferred skills
AEC industry experience, Autodesk product knowledge (Revit), AEC data schemas, deep neural net training (CNN, transformers)
Technologies
Deep learning frameworks (CNN, transformers)
Responsibilities
Build technology roadmaps, recruit diverse talent, foster inclusive culture and mentor team members, create tactical execution plans, educate leaders on AI best practices, automate data gathering and processing workflows
Seniority
Senior, hands-on IC with management responsibilities
