Research Scientist - Prediction at ISEE

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Research Scientist - Prediction ISEE. ISEE is seeking a full-time . Senior Research Scientist - Prediction. to join our team. The ideal candidate has . 5+ years of relevant experience. in behavior or trajectory prediction, computer vision, motion planning, machine learning, or related areas.. Role responsibilities include:. - Architect and build pipelines for training and evaluating models on real driving data. - Develop and evaluate behavior/trajectory/intent prediction models. - Optimize prediction performance for real-time processing. - Collaborate with and mentor junior engineers. - Engage in cross-functional collaborations with perception and motion planning teams. Qualifications:. - Advanced degree in Computer Science, Robotics, or related field. - Strong knowledge and experience in: pedestrian or vehicle behavior/trajectory prediction, intent prediction, generative modeling, sequence modeling, computer vision, machine learning, robotics. - Experience in deploying deep learning models at scale on real-world data in at least one of these deep learning frameworks: PyTorch, Tensorflow, Jax. - Strong C++ and/or Python skills. Preferred:. - Experience collaborating cross-functionally with perception and planning teams. - Passionate about self-driving vehicles and real-world robotic solutions.. - Strong presentation and communication skills.. - Publication record in top-tier robotics, machine learning, or computer vision conferences.. - At least 3+ years industrial experience in developing Computer Vision/Deep learning algorithms in real-world scenarios.. - Robotics/autonomous experience is a plus.