Machine Learning Engineer
Lensa
Date: 3 weeks ago
City: Fremont, CA
Contract type: Full time
Lensa is the leading career site for job seekers at every stage of their career. Our client, Deeproute.ai, is seeking professionals in Fremont, CA. Apply via Lensa today!
- 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
- 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
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