Physics-Informed Machine Learning Intern, Autodesk

$47.8-162.2k

Salary dependent on education level

Python

Tensorflow

PyTorch

San Francisco Bay Area

3D design, engineering & entertainment software

Job no longer available

3D design, engineering & entertainment software

1001+ employees

B2BDesignVisualisationAutomation

Job no longer available

$47.8-162.2k

Salary dependent on education level

Python

Tensorflow

PyTorch

San Francisco Bay Area

1001+ employees

B2BDesignVisualisationAutomation

Company mission

To empower innovators with design and make technology so they can achieve the new possible.

Job

Company

Role

Who you are

Currently pursuing a PhD degree in Engineering, Physics, Mathematics, Computer Science, or other related disciplines
Experience with data-driven methods in simulation
Experience with development of physics simulation tools and numerical solvers
Experience with AI model training and ecosystems (PyTorch, TensorFlow, Flax etc)
Experience and excellent knowledge of Python
Experience in publishing at top-tier conferences and journals

What the job involves

The Simulation, Optimization and Systems (SOS) Group at Autodesk Research is looking for a passionate and skilled research intern for Summer 2025 at our Toronto office located in the MaRS Discovery District
The ideal intern will conduct research and develop prototype code to combine machine learning with computational tools for analyzing air flow and heat transfer in building environments
Research on energy analysis tools for natural ventilation and their parameterization using CFD simulations
Conduct original research in developing or applying novel techniques in physics-informed machine learning
Implement prototypes to test and demonstrate the ideas and methods
Work with both open-source libraries and in-house libraries to develop the prototypes
Write documentation of the work, either as academic publication or internal white paper
Contribute to the technical expertise of the SOS Group by conducting learning sessions

Our take

Autodesk supplies software that enables teams to collaborate, design, simulate, and fabricate their ideas in 3D, serving a range of industries such as engineering, product design, and entertainment. Founded in 1982, the company first delivered the AutoCAD system, a commercial computer-aided design and drafting software application, that is still seeing updated releases to this day.

Over 100 million people use Autodesk software, across many different industries and applications – in some of which it remains nearly irreplaceable. The company has an impressive history of diversification, which it continues to this day. For example, the 2022 acquisition of Moxion, a cloud-based platform for digital dailies used by leading filmmakers, bolstered the company’s offerings for the media and entertainment industry.

The rise of AR and VR technologies is driving modern growth in the computer-aided design market, creating space for Autodesk to expand further. On top of this, a recent shift to the popular SaaS model puts the company in an opportunistic position to seek further success.

Kirsty

Company Specialist at Welcome to the Jungle

Insights

4% employee growth in 12 months

Glassdoor (4.3)

Company

Company HQ

San Rafael, CA

Articles

Autodesk Acquires Moxion Cloud Solution for Digital Dailies

Doxa Enhances Digitalization in the Built Environment with Autodesk Construction Cloud Integration

Autodesk Releases Open RV on Academy Software Foundation GitHub

Autodesk: Still Bullish On Subscription Model

Autodesk Inc. stock outperforms market on strong trading day

Leadership

Andrew Anagnost

(CEO & President, not founder)

Has worked at the company since 1997, including as CMO and Senior Vice President of Business Strategy and Marketing. Became CEO in 2017.

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