Position Overview
As an Intern in Autodesk Research, you will conduct research on foundational models and 3D CAD design software.Our team combines expertise in machine learning, 3D B-rep generation, geometry processing, and computer graphics to develop neural CAD—a category of generative AI foundation models designed to directly reason about CAD objects.
Moving far beyond simply incorporating large language models into existing solutions, Autodesk has completely reimagined the traditional software engines that create CAD geometry. This new category of generative AI foundation models offers a path to the future of connected Design and Make processes.
This project focuses on developing methods for generating real-world CAD workflows using large datasets.
Responsibilities
1. Perform literature reviews, implement solutions, communicate progress with stakeholders, and write reports for the project
2. Process Boundary representation geometry and render images for dataset creation
3. Adapt state-of-the-art methods to the CAD space for 3D geometry generation and real-world applications in Fusion software
Minimum Qualifications
4. Strong interest in 3D generation and solving real-world challenges
5. Passion to learn and push the frontier of foundation models applied to CAD, one of the most challenging data types
6. Knowledge of computer graphics and geometry processing
7. Proficiency in programming languages such as C++ and Python
8. Broad understanding of machine learning and deep learning
9. Full-time student pursuing an MS or PhD in Computer Science, Artificial Intelligence, Computational Design and Fabrication, Applied Mathematics, Engineering, or a related field
Preferred Qualifications
10. Expertise in areas such as vision-language models/large language models and 3D generation
11. Publication records on topics relevant to the group
12. Experience in CAD design engineering
13. Experience with Ray, AWS, and distributed training frameworks
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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, educational level, and geographic location.
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