Machine Learning Engineer 3D Geometry & Multimodal AI Toronto, Canada

Autodesk is seeking a Senior Machine Learning Engineer to design, develop, and deploy ML solutions for next-generation AI-powered capabilities in Autodesk products. The role focuses on 3D geometry, multimodal AI, and generative AI, covering the full ML lifecycle from research and data pipelines to MLOps and production deployment. You will collaborate with researchers and engineers to transform experimental ideas into scalable, production-ready product capabilities.

• Design, develop, and optimize machine learning models for AI-powered product features involving 3D geometry, multimodal AI, and generative AI
• Build and maintain scalable data pipelines and ML workflows for data preparation, training, evaluation, and inference
• Design and implement evaluation methodologies, benchmarks, and experiments to measure model performance, robustness, and quality
• Collaborate with researchers and engineers to transform experimental ideas into production-ready capabilities
• Build and maintain MLOps workflows supporting model versioning, deployment, monitoring, and continuous improvement
• Analyze model performance, identify failure modes, and implement improvements to enhance accuracy, reliability, and efficiency

• Bachelor's or Master's degree in Computer Science, Machine Learning, Engineering, or equivalent industry experience
• 5+ years of professional experience developing machine learning solutions