Machine Learning Research Scientist, Mechanical Intuition in Multimodal Models

About this role

Toyota Research Institute is seeking a Machine Learning Research Scientist to develop intelligent systems for physical assembly within their Future Factory team. This role focuses on implementing machine learning pipelines and exploring innovative approaches to enhance manufacturing processes.

What you'll do

• Design and implement learning pipelines from scratch
• Run experiments to assess different architectural, data, and algorithmic choices
• Apply modern machine learning to robotic assembly challenges
• Explore integration of large language models in manufacturing
• Contribute to the development of AI systems for product design and manufacturing

What they're looking for

• PhD in a relevant field
• Strong implementation skills
• Experience with policy learning
• Familiarity with reinforcement learning
• Knowledge of physical reasoning
• Curiosity about manufacturing processes
• Ability to design experiments

Benefits

• Opportunity to work on cutting-edge technology
• Collaborative and innovative work environment
• Contributions to an emissions-free transition in manufacturing
• Access to world-class research resources
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