Machine Learning Developer, Autodesk

• BSc or MSc in Computer Science, or equivalent industry experience
• 3+ years of machine learning experience
• Experience scaling machine learning training and data pipelines
• Experience with computational geometry and geometric methods including mesh or B-Rep models
• Experience with version control, reproducibility, and deploying machine learning models
• Experience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometry
• Experience with cloud services and architectures (e.g. AWS, Azure)
• Proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray)
• Excellent written documentation skills to document code, architectures, and experiments

Desirable

• As a Machine Learning Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world
• You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products
• You will report to a research manager in the Research Engineering organization of Autodesk Research
• Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and developer
• Support research through the construction of ML pipelines, prototypes, and reusable, testable code
• Process data and analyze feature extractions
• Analyze errors and provide solutions to problems
• Present results to collaborators and leadership