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Software Engineer - ML in Motion Planning
Posted on 6/14/2021
INACTIVE
Locations
Mountain View, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Science
Data Structures & Algorithms
R
Python
Requirements
  • Master or PhD degrees in Computer Science, Robotics or related disciplines
  • Solid programming and high working proficiency in C++ and/or Python
  • 3 years of related working experience
  • Clear communication and a strong desire to be a part of a highly collaborative and rapidly growing team
  • Experience in the field of machine learning for robotics planning and control
  • Experience with algorithms that use causal reasoning, sequential decision making, inverse reinforcement learning and GAIL
Responsibilities
  • Research and prototype state-of-the-art ML technologies for motion planning
  • Turn prototypes into real-time performance-guaranteed on-board software via rigorous engineering efforts
  • Develop machine learning infrastructure for scalable learning-based planning algorithms
  • Research and survey the current trends in machine learning approaches to motion planning
DiDi Global

10,001+ employees

Mobile transportation platform
Company Overview
World's leading mobile transportation platform