Autodesk

Intern, Deep Learning for Engineering Design

20 November 2024
Full Time
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Deadline date:
£50000 - £100000 / year

Job Description

Job Requisition ID #

24WD83625

Position Overview

Autodesk Research is looking for a passionate and skilled graduate research intern for summer 2025 at our Toronto office located in the MaRS Discovery District.

The ideal intern will work on solving a complex engineering design problem using deep generative AI models. We are interested in investigating various deep learning techniques such as Transformers, LSTMs, Diffusion models, Autoencoders, Graph Neural Nets, Deep Reinforcement Learning (RLxF), etc.

The candidate should have experience in developing one or
more of those models and applying them to solve a problem of interest.

Responsibilities

  • Conduct original research in developing, extending, and/or applying deep learning methods for solving an engineering design problem

  • Architect and implement a data generation and model training/testing pipeline

  • Publish the outcome at a top-tier AI conference

  • Create a prototype/demo to showcase the solution and present the results to internal audiences

Minimum Qualifications

  • Currently pursuing a PhD degree in Computer Science, Mathematics, Physics, Computer and Electrical Engineering, Mechanical and Industrial Engineering, Aerospace Science and Engineering, Civil Engineering, or other related disciplines

  • Exceptional Master’s degree candidates will also be considered

  • Demonstrated success in solving difficult problems with deep learning methods (e.g., publication at top-tier conferences)

  • Experience working with PyTorch and other data science and machine learning libraries in Python

  • Excellent knowledge of the latest research in the domain of expertise

  • Experience in synthetic dataset generation would be a plus

  • Experience in engineering design would be a plus

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, educational level, and geographic location.

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

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