Machine Learning Engineer, Planning, Prediction and Control - Deeproute.ai : Job Details

+ Develop Learning based planning algorithms for trajectories (deep learning, reinforcement learning, decision trees, etc) to ensuring that the vehicle behavior is natural, safe and smooth

+ Design policies and plans to manage multi-actor interactions and plans under uncertainty

+ Work with other internal autonomy teams to help to continuously improve and refine the self-driving system

Requirements

+ Master or Ph.D. degree in Computer Science, Electric Engineering or a related field

+ Experience solving problems using Machine Learning with Tensorflow or equivalent tools

+ Professional C++ experience designing any-angle robotic navigation algorithms such as Dijkstra, A*, D*, RRT, RRT* and RRG

+ Experience in at least one of: robotics research in motion planning, trajectory optimization, planning under uncertainty, probabilistic robotics, data analysis at scale, machine learning at scale

+ Publications in top conferences/journals in a related field or equivalent experiences is a plus