motional · Singapore, Central, Singapore
Skills: Python, C#/.NET
On our Perception team, you have the opportunity to work with world-class ML engineers and research scientists, whose mission is to make self-driving vehicles a reality and to create a positive social impact. Our team works on the tech stack responsible for perceiving the dynamic scenarios, and further tracking and classifying objects around our robo-taxi. We are looking for engineers who are passionate about Level 4 autonomous driving technology, excited by intellectual challenges, and interested in pursuing career growth with a fast-growing company. What You'll Be Doing: Contribute to the development and implementation of advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data Connect and drive business impact through technology solutions Design and implement sensor fusion algorithms to combine data from multiple sensors to create a robust and accurate perception system Optimize perception algorithms for real-time performance on embedded hardware Collaborate with other engineers and teams to integrate perception systems into larger autonomous systems Stay abreast of the latest research and advancements in machine learning and computer vision and apply them to real-world problems Productionize and deploy solutions onto autonomous vehicle fleets Derive good insight from large data sets from a variety of sources Mentor and guide junior engineers on the team What We're Looking For: Bachelor’s degree in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field, plus 5+ years of relevant experience; or Master’ …truncated… . We’re driven to scale; we’re moving towards commercialization of our technology, and we need team members who are ready to embrace change and challenges. Formed as a joint venture between Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has…
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