Machine Learning Engineer developing and collaborating on ML-powered product features for Autodesk. Working with AI researchers and engineers to improve design and production processes.
Responsibilities
Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineers
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
Requirements
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, HuggingFace, Ray)
Excellent written documentation skills to document code, architectures, and experiments
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