PhD Research Intern: Generative AI for 3D Design (Hybrid)

Toyota Research Institute; Los Altos (CA); Ibrido; USD 62.000 - 90.000; Tempo pieno

Vantaggi offerti da questo lavoro

Medical insurance

Dental insurance

Vision insurance

Paid time off

Hybrid in-office

Descrizione del lavoro

Toyota Research Institute (TRI) seeks a highly motivated PhD research intern to join our Future Product Innovation team and advance generative AI for automotive product design. The ideal candidate will have a strong ML background and interest in evaluating and improving generative AI systems under complex constraints.

The internship is 12 weeks, hybrid in-office in California, with opportunities to present findings in TRI research meetings and collaborate across divisions.

Competenze

• Currently enrolled in a PhD program in Machine Learning, Computer Science, Mechanical Engineering, or related fields.
• Experience with 3D parametric design, deep generative models, and relevant tools (e.g., build123d, Blender, pythonocc-core).
• Experience developing subjective evaluation methods for generative and predictive models.
• Track record of executing research projects including publications at top venues including but not limited to NeurIPS, EMNLP, ACL, ICML.
• Desire to work on challenging open-ended research projects.
• Demonstrated ability to work autonomously while soliciting feedback.
• Excellent communication and teamwork skills.

Mansioni

• 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; and
• Present the project’s approach and findings in research meetings.

Conoscenze

3D parametric design

Deep generative models

Subjective evaluation methods

Research publications

Formazione

PhD student in ML/CS/ME

Strumenti

build123d

Blender

pythonocc-core

Descrizione del lavoro

Toyota Research Institute (TRI) seeks a highly motivated PhD research intern to join our Future Product Innovation team and advance generative AI for automotive product design. The ideal candidate will have a strong ML background and interest in evaluating and improving generative AI systems under complex constraints.

The internship is 12 weeks, hybrid in-office in California, with opportunities to present findings in TRI research meetings and collaborate across divisions.