Job description
Experiences on object trajectory/intention prediction, decision making and motion planning, to help ensure that the smart vehicles solutions are smart enough and perform at the highest levels.
Develop and verify algorithms across a real Smart Driving and Autonomous Vehicle system of software and hardware.
Design and implement motion prediction, decision making and motion planning solution for self- driving vehicle
Driving scenario analysis, Software-In-the-Loop simulation, behaviour/strategy design and motion planning.
Algorithm implementation and software validation
On-road performance verification
Code review
Write professional design and technical documents
Requirements
Master or Bachelor Degree in Computer Science, Robotics, Control System or related engineering field
Good programming skill on C++, with 3+ years software development professional experience
Good knowledge on robotics decision systems, e.g., Finite State Machine, Behaviour Tree, Expert System, POMDP etc.
Familiar with path planning algorithms, e.g., A*, D*, RRT etc.
Familiar with common DNN methods, understand typical network training process, and experience on at least one deep learning framework (pytorch/caffe/tensorflow)
Good knowledge on Imitation Learning, Reinforcement Learning, and their applications on real- time system
Familiar with Computational Geometry, Vehicle Kinematics and Dynamics
Development experience on Linux OS environment
Practical development experience on Robotics Operating System (ROS)
Practical development experience on Robotics/Autonomous Vehicle will be a Plus
Disclaimer
The above information on this description has been designed to indicate the general nature, and level, of the work performed by this position. It is not designed to contain, or be interpreted, as a comprehensive inventory of all duties, responsibilities and qualifications required.
We invite interested candidates to write-in with CV and regret that only shortlisted candidates will be contacted for a discussion.
Lee Shiow Chyn
EA12C6130
R1112042
hr@hpspartners.com.sg