Machine Learning Engineer 3D Geometry/ Multi-Modal
About the role
Job Requisition ID # 25WD93749
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.
This role can be based at either our offices in London, UK or Toronto, Canada. Working in a hybrid working model.
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
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, HuggingFace, 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 (CAD, CAE, CAM, etc.)
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 – 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!
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, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Diversity & Belonging We take pride in cultivating a culture of belonging 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).
About Autodesk
Autodesk is changing how the world is designed and made.
Our technology spans architecture, engineering, construction, product design, manufacturing, and media and entertainment. We empower innovators everywhere to solve challenges, big and small. From greener buildings to smarter products and more mesmerizing blockbusters, Autodesk software helps our customers design and make a better world for all.
Over 100 million people use Autodesk software, like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more, to unlock their creativity and solve important design, business, and environmental challenges. Our software runs on both personal computers and mobile devices. It taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate, and fabricate their ideas in 3D.
We provide exceptional compensation and benefit packages, and we’d love for you to join us. We’re proud to be an equal opportunity employer, and we consider all qualified applicants without regard to race, gender, disability, veteran status, or other protected category. To see our culture in action, check out #AutodeskLife.
We are headquartered in the San Francisco Bay Area and have over 10,000 employees worldwide.
Machine Learning Engineer 3D Geometry/ Multi-Modal
About the role
Job Requisition ID # 25WD93749
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.
This role can be based at either our offices in London, UK or Toronto, Canada. Working in a hybrid working model.
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
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, HuggingFace, 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 (CAD, CAE, CAM, etc.)
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 – 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!
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, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Diversity & Belonging We take pride in cultivating a culture of belonging 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).
About Autodesk
Autodesk is changing how the world is designed and made.
Our technology spans architecture, engineering, construction, product design, manufacturing, and media and entertainment. We empower innovators everywhere to solve challenges, big and small. From greener buildings to smarter products and more mesmerizing blockbusters, Autodesk software helps our customers design and make a better world for all.
Over 100 million people use Autodesk software, like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more, to unlock their creativity and solve important design, business, and environmental challenges. Our software runs on both personal computers and mobile devices. It taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate, and fabricate their ideas in 3D.
We provide exceptional compensation and benefit packages, and we’d love for you to join us. We’re proud to be an equal opportunity employer, and we consider all qualified applicants without regard to race, gender, disability, veteran status, or other protected category. To see our culture in action, check out #AutodeskLife.
We are headquartered in the San Francisco Bay Area and have over 10,000 employees worldwide.