Design, train, and deploy large deep learning models that can leverage the vast amount of labeled and unlabeled data from a fleet of million vehicl

Minimum Skill Requirements Master in CS/CE/EE, or equivalent, in industry experience Good knowledge of PyTorch Knowledge of model training framework (e.g. PyTorch Lightning) Knowledge of transformer architecture and ways to accelerate the training and inference of transformer moddels Experience of using pytorch ddp for distributed training of models Preferred Skill Requirements Previous experience in the autonomous driving industry Knowledge of Torchscript and Nvidia TensorRT Being efficiently in solving complex problems collaboratively on larger teams