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  3. Machine Learning Research Scientist, Robotics VLAs Post-Training and Adaptation
Toyota Research Institute logo

Machine Learning Research Scientist, Robotics VLAs Post-Training and Adaptation

Toyota Research Institute
Los Altos, California
Full Time
Posted December 2, 2025
$176k - $253k
Not Specified
Apply Now

Application opens on company website

Job Description

A research scientist role focused on developing advanced post-training methods for Vision-Language-Action models in robotics, aiming to improve model robustness, alignment, and adaptability in real-world robotic applications through continual learning techniques.

Key Responsibilities

  • Advance post-training methods for Vision-Language-Action models in robotics
  • Improve model alignment, robustness, and adaptability in real-world robotic settings
  • Develop algorithms and frameworks for persistent learning and data efficiency in embodied systems

Requirements

  • Experience in developing post-training methods for Vision-Language-Action (VLA) models in robotics.
  • Ability to improve model alignment, robustness, and adaptability in real-world robotic settings through advanced post-training and continual learning techniques.
  • Proficiency in developing algorithms and frameworks that enable persistent learning and optimize data efficiency in embodied systems.

Benefits & Perks

Compensation/salary range: $176,000 to $253,000 per year (California-based roles)
Work schedule: Not specified
Work environment perks: Medical, dental, and vision insurance; 401(k) eligibility; paid time off including vacation, sick leave, and parental leave; annual cash bonus
Additional benefits: Not specified beyond the listed perks

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