Machine Learning Engineer 3D Geometry & Multimodal AI Toronto, Canada
Core
Design, develop, and deploy machine learning solutions for next-generation AI-powered capabilities involving 3D geometry, multimodal AI, and generative AI within Autodesk products.
Role type
Senior Machine Learning Engineer (3D Geometry & Multimodal AI)
Builds
AI-powered product features for design, manufacturing, AEC, and media & entertainment industries
Domain
Computer Aided Design (CAD), Manufacturing, Architecture, Engineering, Construction (AEC), Media & Entertainment
Deliverable
production ML models
Required skills
Deep learning frameworks (PyTorch, Hugging Face), computational geometry, 3D data processing (meshes, B-Rep), MLOps, data pipeline construction, model evaluation, version control, generative AI tools
Preferred skills
LLMs and generative AI systems (fine-tuning, agentic workflows), distributed training frameworks (Ray), cloud platforms (AWS, Azure, GCP), AEC/Manufacturing domain knowledge, Autodesk product experience
Technologies
PyTorch, Hugging Face, Ray, AWS, Azure, Google Cloud Platform
Responsibilities
Design and optimize ML models for 3D geometry and multimodal AI; build scalable data pipelines and MLOps workflows; implement evaluation methodologies and benchmarks; collaborate to transform research into production capabilities; analyze model performance and failure modes; document technical designs and results
Seniority
Senior, hands-on IC
