マシンラーニングエンジニア, Robotics
Woven by Toyota
CloudPythonPyTorch
Machine Learning Engineer, Robotics
Woven by Toyota
full-time
Posted on:
Origin: • 🇯🇵 Japan
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
CloudOpen SourcePythonPyTorchSpark
About the role
- Actively maintain an understanding of the latest developments in the machine learning literature, especially as it relates to robot learning
- Integrate state of the art machine learning algorithms into the projects being developed within the robotics team
- Carry out fundamental research in the field of robot learning in order to develop our tools beyond the state of the art
- Collaborate with Woven colleagues, members of Toyota Research Institute (TRI), and related companies, such that the impact of the research is maximized as a global team
Requirements
- M.S. degree in machine learning, computer vision, robotics or computer science, related field or equivalent practical experience
- 3+ years of professional experience working on a machine learning project, in Python using a machine learning framework (preferably PyTorch)
- Software development experience in a team, preferably in C++ or Python, following coding rules, participating in code reviews, and using CI systems and repository management tools
- Deep understanding of Reinforcement Learning or Imitation Learning
- Experience validating machine learning algorithms on actual robots, and awareness of the difficulty of real-world systems
- Strong communication skills, in both verbal and written English
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