Machine Learning Engineer 3D Geometry/ Multi-Modal
Core
Build and enable ML-powered capabilities, specifically generative AI features, in Autodesk products by collaborating with researchers and engineers.
Role type
Machine Learning Engineer (3D Geometry/Multi-Modal)
Builds
ML pipelines, prototypes, and evaluation workflows for generative AI features in CAD/CAE/CAM products
Domain
AEC (Architecture, Engineering, Construction) and Media & Entertainment
Deliverable
production ML models
Required skills
deep learning frameworks (PyTorch, HuggingFace), computational geometry, 3D data processing (meshes, B-Rep), version control, model deployment, generative AI tools
Preferred skills
scaling ML pipelines (Ray), cloud services (AWS, Azure), LLMs/fine-tuning, industry knowledge (AEC, design, manufacturing)
Technologies
PyTorch, HuggingFace, Ray, AWS, Azure
Responsibilities
Collaborate on research-to-product projects, build and iterate ML pipelines, work with complex 2D/3D datasets, analyze errors and provide solutions, present results to leadership
Seniority
Mid-Senior, hands-on IC
