motional · Boston, Massachusetts, United States; Pittsburgh, Pennsylvania, United States; Remote U.S.
Skills: Python, C#/.NET
On our Behaviors team (Prediction and ML Planner), you will have the opportunity to work with world-class ML engineers, whose mission is to make self-driving vehicles a reality and to create a positive social impact. The Behaviors team develops ML models that learn how different agents navigate complex real-world traffic scenarios. We leverage these models to set the behavior of our self-driving vehicle, and predict the behavior of other agents such as vehicles and vulnerable road users. We are looking for proven leaders and technical experts 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: Define and execute motion planning and prediction projects that improve our self-driving vehicles’ capability to safely, comfortably and legally navigate complex traffic scenarios Lead, manage and grow a team of engineers Design and lead the implementation of behavior models that leverage the latest advancements in machine learning, generative AI and reinforcement learning Productionize and deploy solutions onto autonomous vehicle fleets Collaborate with perception, simulation, data platform and integration teams to validate and enhance your products’ on-road performance Communicate strategies, progress and challenges to executive leadership What We’re Looking for: Masters or Ph.D. in Computer Science or a related technical field; or equivalent industry experience Proven leadership skills at executing large, complex technical initiatives Extensive experience managing and leading engineers Experience with deep learning framewor …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…
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