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Physics-Informed Machine Learning Intern – Autodesk – Toronto, ON


Company: Autodesk

Location: Toronto, ON

Job description: Job Requisition ID #24WD79472Position Overview
The Simulation, Optimization and Systems (SOS) Group at Autodesk Research is looking for a passionate and skilled research intern for Fall 2024 or earlier at our Toronto office located in the MaRS Discovery District. The ideal intern will conduct research and develop prototype code to integrate machine learning architectures into our physics simulation engines to create data-driven and physics-informed reduced order models.ResponsibilitiesConduct original research in developing or applying novel techniques in physics-informed machine learning.Research machine learning models combining physics simulation and measurement dataImplement prototypes to test and demonstrate the ideas and methodsWork with both open-source libraries and in-house libraries to develop the prototypesWrite documentation of the work, either as academic publication or internal white paperContribute to the technical expertise of the SOS Group by conducting learning sessionsMinimum QualificationsCurrently pursuing a PhD degree in Engineering, Physics, Mathematics, Computer Science, or other related disciplinesExperience with reduced order models and data-driven methods in simulationExperience with development of physics simulation tools and numerical solversExperience with AI model training and ecosystems (PyTorch, TensorFlow, Flax etc)Experience and excellent knowledge of PythonExperience in publishing at top-tier conferences and journalsAbout Autodesk
With Autodesk software, you have the power to Make Anything. The future of making is here, bringing with it radical changes in the way things are designed, made, and used. This is disrupting every industry: architecture, engineering, and construction; manufacturing; and media and entertainment. With the right knowledge and tools, this disruption is your opportunity. Our software is used by everyone — from design professionals, engineers and architects to digital scientists, students and hobbyists. We constantly explore new ways to integrate all dimensions of diversity across our employees, customers, partners, and communities. Our ultimate goal is to expand opportunities for anyone to imagine, design, and make a better world.Autodesk Research
Autodesk Research is a team of expert scientists exploring and creating technologies to help improve design and its role in society through high-level customer projects, collaboration with leading research universities worldwide, and publication at world-renowned scientific venues.Learn MoreAbout 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 transparencySalary 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:
Autodesk Research is seeking a research intern to work on integrating machine learning architectures into physics simulation engines in Toronto. The intern will be responsible for conducting original research, developing prototypes, and contributing to the expertise of the SOS Group. Candidates should have a PhD in related fields, experience with physics simulation tools, AI model training, and Python. Autodesk is a company that values diversity and offers competitive compensation packages. Join Autodesk to shape the world and your future.
Warehouse Assistant Job Summary

We are seeking a reliable and hardworking Warehouse Assistant to join our team. In this role, your main responsibilities will include receiving and processing incoming stock and materials, picking and filling orders from stock, packing and shipping orders, and organizing and maintaining inventory in the warehouse. The ideal candidate will possess a strong attention to detail, have good organizational skills, and be able to work in a fast-paced environment. If you are looking for a challenging and rewarding job in a dynamic industry, we encourage you to apply for this position.

Warehouse Assistant Duties and Responsibilities

– Receive and unload deliveries of material and supplies
– Inspect goods for damages and discrepancies
– Pick and pack orders for shipment
– Organize and maintain inventory in the warehouse
– Operate warehouse equipment, such as forklifts and pallet jacks
– Keep warehouse clean and organized
– Assisting with inventory control and stocktaking
– Follow safety procedures and protocols at all times

Warehouse Assistant Requirements and Qualifications

– High school diploma or equivalent
– Previous experience in a warehouse or fulfillment center is preferred
– Strong attention to detail
– Good organizational skills
– Ability to lift heavy objects
– Ability to work in a fast-paced environment
– Basic computer skills
– Forklift certification is a plus

If you meet the above qualifications and are looking for an exciting opportunity in a growing company, please submit your resume and cover letter for consideration. We look forward to hearing from you soon.

Expected salary:

Job date: Wed, 10 Jul 2024 05:08:58 GMT

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