Research Engineer II

1 week ago


Bengaluru, Karnataka, India Zyoin group Full time

Job Description :
Research Engineer - II is expected to develop state-of-the-art Path planning algorithms.

Role & Responsibilities :

  • Build robust solutions to cutting edge Autonomous driving problems
  • Work across Perception, Motion planning, Behavior planning, multiagent interactions and Control system components
  • Keep pace with the latest research in Behavior planning, Motion planning, endtoend learning, Computer Vision, Deep Learning, Imitation Learning, Reinforcement Learning

Key Skills Required :

Minimum Qualifications :

  • Bachelors / Masters / PhD. in Computer Science.
  • Experience in Probabilistic Robotics, Optimal Control, Motion Planning
  • Experience in Motion planning using graph and searchbased methods

Preferred Qualifications :

  • Strong experience and expertise in Motion planning, trajectory planning, localization and Autonomous systems
  • Strong understanding of deep learning and endtoend networks for planning cost volume generation
  • Strong skills in Machine Learning and Deep Learning
  • Strong background in Linear Algebra, Calculus and Probability
  • Background in Imitation Learning and Deep Reinforcement Learning would be a plus
  • Strong background in Computer Vision would be a plus
  • Software/Tools/System Exposure
  • 4+ years of experience in Python / C /C++ coding
  • Strong software Engineering and Algorithm Development
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