23 Oct
Autodesk
Toronto
Job Requisition ID # 24WD82447
Machine Learning Developer 3D Geometry/ Multi-Modal
Locations: Toronto Canada
Position Overview
The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. 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.
Responsibilities
Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and developers
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
Minimum Qualifications
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
Preferred Qualifications
Experience working with distributed systems
Knowledge of the design, manufacturing, AEC, or media & entertainment industries
Experience with Autodesk or similar products
Learn More
About Autodesk
Welcome to Autodesk! 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 – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.
When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries,
we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.
Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
Are you an existing contractor or consultant with Autodesk?
Please search for open jobs and apply internally (not on this external site).
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▶️ Machine Learning Developer 3D Geometry/ Multi-Modal
🖊️ Autodesk
📍 Toronto