<div><div><div><div><div><div><div><div><div><div><div><div><div><div><p style="text-align:left"><b>Job Requisition ID #</b></p></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div><div><div></div></div></div>25WD85512<p style="text-align:inherit"></p><p style="text-align:inherit"></p><div><p><b><span>Position Overview </span></b><span><span>&nbsp;</span></span></p><p><br><span><span>The Simulation, Optimization and Systems (SOS) Group at Autodesk Research is looking for a passionate and skilled research intern for </span><span>Summer</span><span> 202</span><span>5</span><span> at our Toronto office </span><span>located</span><span> in the </span><span>MaRS</span><span> Discovery District. The ideal intern will conduct research and develop prototype code to </span><span>combine</span><span> machine learning </span><span>with </span><span>computational</span><span> tools</span><span> </span><span>for analyzing air flow and heat transfer in building environments.&nbsp;</span></span><span>&nbsp;</span></p><p></p></div><div><p><b><span>Responsibilities</span></b><span>&nbsp;</span></p></div><div><ul><li><p><span><span>Research </span><span>on energy analysis tools for natural ventilation and their parameterization using</span><span> </span><span>CFD</span><span> simulation</span><span>s</span><span>.</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Conduct original research in developing or applying novel techniques </span><span>in physics-informed machine learning.</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>I</span><span>mplement prototypes </span><span>to test and </span><span>demonstrate</span><span> the ideas and methods</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Work with</span><span> </span><span>both </span><span>open-source libraries and in-house libraries</span><span> to develop the prototypes</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Write documentation of the work, either as academic publication or </span><span>internal white paper</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Contribute to the technical </span><span>expertise</span><span> of the SOS Group </span><span>by conducting learning sessions</span></span><span>&nbsp;</span></p></li></ul><p></p></div><div><p><b><span>Minimum Qualifications</span></b><span>&nbsp;</span></p></div><div><ul><li><p><span><span>Currently pursuing a</span><span> PhD </span><span>degree in </span><span>Engineering, </span><span>Physics</span><span>, Mathematics, Computer Science, </span><span>or other related disciplines&nbsp;</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Experience </span><span>with data-driven methods in simulation</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Experience with development of physics simulation tools and numerical solvers </span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Experience with AI model training and ecosystems (</span><span>PyTorch</span><span>, TensorFlow, Flax </span><span>etc</span><span>) </span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Experience and excellent knowledge of </span><span>Python</span></span><span>&nbsp;</span></p></li></ul></div><div><ul><li><p><span><span>Experience in </span><span>publishing at top-tier conferences and journals</span></span><span>&nbsp;</span></p></li></ul></div><p style="text-align:inherit"></p><p style="text-align:left"><span class="emphasis-2"><b>Learn More</b></span></p><p style="text-align:inherit"></p><p style="text-align:left"><b>About Autodesk</b></p><p style="text-align:left"><span>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.</span></p><p style="text-align:inherit"><span>&nbsp;</span></p><p style="text-align:left"><span>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.</span></p><p style="text-align:inherit"><span>&nbsp;</span></p><p style="text-align:left"><span>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!</span></p><p></p><div><div><div><div><div><div><div><p><b>Salary Transparency</b></p></div></div></div></div></div></div></div><p>Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience, educational level, and geographic location, and can exceed this range.</p><p></p><p>For U.S.-based roles, we expect a starting annualized intern base salary to be between:</p><ul><li>$47,840 and $95,680 (undergraduate students)</li><li>$72,800 and $118,500 (Masters/MBA students)</li><li>$118,560 and $162,240 (PhD students)</li></ul><p></p><p><b><span>Equal Employment Opportunity</span> </b></p><p>At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.</p><p style="text-align:inherit"></p><p style="text-align:left"><b>Diversity &amp; Belonging</b><br><span>We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: </span><a rel="noopener noreferrer" target="_blank" href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.autodesk.com%2Fcompany%2Fdiversity-and-belonging&amp;data=05%7C01%7Canjana.preethi%40autodesk.com%7C7e468118978f4994078f08db772d3f46%7C67bff79e7f914433a8e5c9252d2ddc1d%7C0%7C0%7C638234808438788331%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=dVD8soPEN9XLo990FmFqIU6owiEQ7ceXdn%2B13VuFUyE%3D&amp;reserved=0"><span><span><span class="WIW2"><span style="word-break: break-word; word-wrap: break-word; display: inline; text-decoration: inherit; hyphens: auto; -webkit-hyphens:auto; -ms-hyphens: auto; -moz-hyphens: auto;">https://www.autodesk.com/company/diversity-and-belonging</span></span></span></span></a></p>

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Autodesk

Autodesk, a leader in innovative software solutions, seeks a research intern for Summer 2025 in Toronto. The candidate should be pursuing a PhD and have skills in physics-informed machine learning and Python. The intern will conduct research and develop prototypes for air flow and heat transfer analysis. Autodesk offers a competitive compensation package and a culture of belonging and diversity.

Intern, Physics-informed machine learning

Summary