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About the Role
As a Machine Learning Engineer at Autodesk Research, you will work with researchers and engineers to build new ML-powered product features. You are a software engineer passionate about solving problems and building things, excited to collaborate with AI researchers to implement generative AI features in Autodesk products.
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
- Experience working with distributed systems
- Knowledge of the design, manufacturing, AEC, or media & entertainment industries
- Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)
Skills
- Machine Learning
- Generative AI
- ML pipelines
- Data processing
- Data analysis
- Computational geometry
- Geometric methods
- Mesh models
- B-Rep models
- Version control
- Reproducibility
- Machine learning model deployment
- Data modeling
- Data architecture
- 2D geometry
- 3D geometry
- Cloud services
- AWS
- Azure
- Deep learning libraries
- PyTorch
- HuggingFace
- Ray
- Written documentation
- Distributed systems
Location
- London, UK
- Toronto, Canada
Work Type
- Hybrid
Experience Level
- 3+ years of machine learning experience
Education Level
- BSc or MSc in Computer Science, or equivalent industry experience
Benefits
- Annual cash bonuses
- Commissions for sales roles
- Stock grants
- Comprehensive benefits package
About the Company
- Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies.
- We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
- We take great pride in our culture here at Autodesk – it’s at the core of everything we do.
- Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
- When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all.
- Ready to shape the world and your future? Join us!
Equal Opportunity
- We take pride in cultivating a culture of belonging where everyone can thrive.