Future Product Innovation Intern, CAD Generation ML
at Toyota Research Institute
Desired Skills
About Job
In collaboration with your mentor and the other researchers in the department, you will scope the project to align to the core research efforts.
Be the primary driver of the technical plan (e.g., model development, analysis plan) with regular feedback from mentors.
Execute the project using TRI resources.
Present the project’s approach and findings in research meetings.
Requirements
Currently enrolled in a PhD program in Computer Science, Machine Learning (or related fields).
Experience working with CAD data such as B-rep and step-file.
Experience working with relevant libraries such as pythonocc-core, Shapely, TriMesh, Blender.
Experience with deep generative models for CAD generation applications.
Track record of executing research projects including publications at top venues including but not limited to CVPR, ICCV, TOG, SIGGRAPH, NeurIPS.
Desire to work on challenging open-ended research projects.
Demonstrated ability to work autonomously while soliciting feedback.
Excellent communication and teamwork skills.
Additional Instructions
In collaboration with your mentor and the other researchers in the department, you will scope the project to align to the core research efforts.
Be the primary driver of the technical plan (e.g., model development, analysis plan) with regular feedback from mentors.
Execute the project using TRI resources.
Present the project’s approach and findings in research meetings.
Perks and Benefits
The pay range for this position at commencement of employment is expected to be between $45 and $65/hour for California-based roles. Base pay offered may vary depending on multiple individualized factors, including, but not limited to, business or organizational needs, market location, job-related knowledge, skills, and experience. Note that TRI offers a generous benefits package including vacation and sick time.
