Principal Engineer - Prediction

BA, Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience In-depth understanding of common Machine Learning, Deep Learning algorithms, or ML Planning Experience designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, motion prediction, and/or multi-object tracking Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods Fluency in Python, including standard scientific computing libraries and Python bindings development experience Experience with PyTorch or other deep learning frameworks Experience working with large data sets and deriving insights from data Effectiveness at leading and executing large, complex technical initiatives Strong track record of tackling ambiguous problems, creating clarity from it, and driving it to successful outcomes Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.) PhD in machine learning, computer vision, or robotics vision Experience working on autonomous vehicles, or related fields Experience in deploying models into real-world environments Strong programming skills in C++ and/or CUDA programming

Define and influence the direction of the team, organization, and/or department Advise leaders on technology problems and solutions Connect and drive business impact through technology solutions Formulate problems, architect solutions, and design processes Prototype, evaluate, implement, and iterate on solutions Pioneer research into state of the art solutions and systems for autonomous vehicles Productionize and deploy solutions onto autonomous vehicle fleets Mentor and grow junior and experienced engineers and researchers Help create and reinforce a culture of inclusion, innovation, and excellence