Machine Learning Engineer for Planning and Control

1 month ago


Fremont, California, United States Deeproute Full time
Job Overview

Deeproute is seeking a highly skilled Machine Learning Engineer to join our team. As a key member of our autonomy team, you will be responsible for developing and implementing learning-based planning algorithms for autonomous vehicles.

Key Responsibilities
  • Design and develop learning-based planning algorithms for autonomous vehicles, leveraging deep learning and reinforcement learning techniques.
  • Collaborate with cross-functional teams to integrate planning algorithms with other autonomy systems.
  • Work with data scientists to develop and implement data-driven approaches for planning and control.
  • Stay up-to-date with the latest advancements in machine learning and planning research, and apply this knowledge to improve our autonomy systems.
Requirements
  • Master's or Ph.D. degree in Computer Science, Electrical Engineering, or a related field.
  • Strong background in machine learning, with experience in deep learning and reinforcement learning.
  • Proficiency in programming languages such as C++ and Python.
  • Experience with robotics research, particularly in motion planning and trajectory optimization.
  • Publications in top conferences or journals in a related field are a plus.


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