Research Scientist, Prediction & Planning
仕事内容
Develop and deploy next-generation ML-powered prediction and planning systems to enhance the autonomous driving stack and scale solutions across the business.
Frame open-ended real-world challenges as well-defined ML problems and research cutting-edge techniques, including foundation models and reinforcement learning, for planning and prediction tasks.
Collaborate with researchers, engineers, and product owners to ensure safe and smooth planning behaviors for all road users and align with product requirements.
Build, evaluate, and integrate large models into production planning software in close partnership with Planner and Research teams.
Demonstrate strong analytical and debugging skills and contribute to research impact through publications or open-source work.
Leverage modern deep learning libraries and programming skills (Python, C++) to advance ML systems in production.
Frame open-ended real-world challenges as well-defined ML problems and research cutting-edge techniques, including foundation models and reinforcement learning, for planning and prediction tasks.
Collaborate with researchers, engineers, and product owners to ensure safe and smooth planning behaviors for all road users and align with product requirements.
Build, evaluate, and integrate large models into production planning software in close partnership with Planner and Research teams.
Demonstrate strong analytical and debugging skills and contribute to research impact through publications or open-source work.
Leverage modern deep learning libraries and programming skills (Python, C++) to advance ML systems in production.
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