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Research Scientist/Engineer, Large-Scale Robotics and Machine Learning
hace 2 meses
We are seeking a highly skilled Research Scientist/Engineer to join our team at the Toyota Research Institute (TRI). As a key member of our research team, you will be responsible for developing and implementing cutting-edge methods for robot behavior learning and machine learning.
Key Responsibilities- Design and implement state-of-the-art methods for robot behavior learning from interactive embodied data and online data sources.
- Develop and optimize high-performance machine-learning pipelines for scalability, efficiency, and performance.
- Collaborate with internal research scientists and external partners to drive pioneering research in robotics and machine learning.
- Contribute to the development of internal capabilities and high-impact external publications.
- 4+ years of relevant industry experience or a PhD in a related field.
- Experience training large models and deploying them on embodied systems.
- Extensive practical experience with Machine Learning using a major framework such as PyTorch or TensorFlow.
- Familiarity with data pipelines, model serving and optimization, cloud training, and dataset management.
- Strong understanding of the state-of-the-art in behavior learning, language, and/or computer vision.
- Strong proficiency in Python.
- Ability to move fast and switch between modes of rapid prototyping and robust implementation as required.
The Toyota Research Institute (TRI) is a world-class research organization dedicated to advancing the field of robotics and artificial intelligence. We are committed to fostering a diverse and inclusive community of researchers and engineers who share our passion for innovation and excellence.
What We Offer- A competitive salary and benefits package.
- The opportunity to work on cutting-edge research projects and collaborate with top researchers in the field.
- A dynamic and supportive work environment that encourages innovation and creativity.
