**Job Requisition ID #** 25WD85512 **Position Overview** 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. **Responsibilities** + Research on energy analysis tools for natural ventilation and their parameterization usingCFD 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 withboth 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 **Minimum Qualifications** + 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 **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, and can exceed this range. For U.S.-based roles, we expect a starting annualized intern base salary to be between: + $47,840 and $95,680 (undergraduate students) + $72,800 and $118,500 (Masters/MBA students) + $118,560 and $162,240 (PhD students) **Equal Employment Opportunity** 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. **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