Job Requisition ID #
Position Overview
We are seeking a highly motivated Researcher to join our team. This role focuses on advancing the capabilities of large language models (LLMs), and vision-language models (VLMs), in generative CAD tasks. The ideal candidate will have a Masters, PhD or equivalent experience in a relevant field, with a strong publication record in machine learning. A background in computational physics, computational design, mechanical engineering or related disciplines is considered a strong asset. As part of this role, you will contribute to the development of algorithms that utilize AI for generating the geometry of mechanical assemblies.
Location: Toronto.
Duration: 6-month project-based contract, with potential for extension.
Responsibilities
AI Algorithm Development: Develop and implement advanced generative AI algorithms to enhance CAD capabilities in design workflows
Prototype Development: Create prototypes to test and demonstrate the functionality of generative AI tools for CAD applications
Data Analysis: Analyze research data and user feedback to continually improve the performance and usability of AI tools
Collaborate with Research Scientists: Work closely with research scientists to translate complex concepts into clear and intuitive prototypes tools
Iterative Design & Feedback: Participate in iterative design processes, incorporating user feedback and research insights
Minimum Qualifications
Graduate Degree: Masters or PhD in machine learning, AI, or a related field
Publication record: A strong track record of publications in machine learning
Proficiency with modern ML frameworks: (e.g., PyTorch, JAX)
Transformers: Experience training and building transformer models
Geometry expertise: BREP and mesh geometry
Technical Proficiency: Strong programming skills in languages such as Python, C++, or Java, with experience in AI/ML libraries and frameworks
Research Experience: Demonstrated experience in conducting research and developing innovative solutions in the field of AI and generative design
Problem-Solving: Excellent problem-solving skills and the ability to translate complex technical requirements into intuitive UI solutions
Collaboration: Ability to work effectively in a collaborative research environment, communicating clearly with diverse team members
Preferred Qualifications
CAD Workflows: Familiarity with CAD software and principles, with experience in integrating AI solutions into CAD workflows
Mechanical design experience: Mechanical design experience, maker experience
Computational Physics experience: Simulation and solver development
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 – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made 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 and geographic location. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.Diversity & Belonging
We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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What We Do
Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you’ve experienced what millions of Autodesk customers are doing with our software. Autodesk gives you the power to make anything.
Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D.
We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife.
We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.
Why Work With Us
Our work is impactful. Our people are innovative. And our culture is inclusive. As our software shapes new solutions to the world’s biggest challenges, you shape your career path. With us, you lead the way in achieving sustainability, resilient communities, and an equitable workforce. Discover #AutodeskLife.
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