Generative AI for Engineering Researcher

Job Requisition ID #

25WD90807

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

• 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

• 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