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Postdoctoral Researcher - Robotics, Learning From Videos (LFV)

Toyota Research Institute
Los Altos, California
Internship
Posted August 5, 2025
$176k - $264k
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Job Description

A research-focused postdoctoral position at Toyota Research Institute specializing in robotics, multi-modal learning, and spatio-temporal reasoning to develop advanced models for autonomous agents and real-world applications.

Key Responsibilities

  • Develop foundation models leveraging multi-modal data for world understanding and downstream tasks.
  • Conduct research on 4D World Models, Physical and Embodied Intelligence, and Multi-Modal Learning.
  • Collaborate on high-risk, high-reward projects to advance spatio-temporal reasoning and zero-shot generalization.
  • Contribute to the development of methods and techniques to solve real-world problems related to autonomous agents.
  • Work closely with team members and external partners to publish research and productize developed technologies.

Requirements

  • A PhD in Computer Science, Robotics, Electrical Engineering, or a related field with a focus on robotics, machine learning, or computer vision.
  • Experience in developing methods and techniques for spatio-temporal reasoning, zero-shot generalization, or related areas in autonomous systems or robotics research.
  • Strong research experience in the development of foundation models capable of leveraging large-scale multi-modal data including RGB, depth, flow, semantics, bounding boxes, tactile, audio, etc.
  • Proficiency in multi-modal learning, multi-view geometry, 4D reconstruction, or related fields relevant to embodied applications.
  • Demonstrated ability to work collaboratively on high-risk, high-reward research projects within a team environment.
  • Experience in developing methods that solve real-world problems related to autonomous agents, robotics, or mobility.
  • A record of research publications in relevant scientific conferences or journals demonstrating expertise in the field.
  • Ability to contribute to research and development threads in areas such as 4D World Models, Physical and Embodied Intelligence, and Multi-Modal Learning.
  • Physical and mental capacity to engage in intensive research activities, including data analysis, algorithm development, and experimentation.

Benefits & Perks

Salary range between $176,000 and $264,000 per year
Medical insurance
Dental insurance
Vision insurance
Paid time off including holiday pay and sick time

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