特殊技能:From Box H.4B. Major field of study Computer Science, Software Engineering, Robotics, Machine Learning, Computational Design, or closelyrelated.br br From Box H.10B. Identify the job title of the acceptable alternate occupation Experience working on algorithms that ingest raw sensor data for object detection, lane detection, semantic segmentation, or object tracking.br br From Box. H.11 Please note, the telecommute benefit was included in all notice and recruitment materials.br br Skills Experience above must include 3 years 5 years if qualifying with a bachelors degree building perception systems. Experience above must include 3 years building pipelines to prepare labels for training, and validating models for perception tasks. Experience above must include 2 years researching and architecting novel deep convolutional neural networks, using at least one deep learning framework. Experience above must include 1 year deploying perception algorithms on robotic systems. Experience above must include 1 year with model deployment and optimization for latency and memory, using C, CUDA, TensorRT, or similar or any combination thereof. Skill with software development using C and Python. Knowledge of Computer Vision, 3D Geometry, and Multiview geometry.br br None of these skills can be acquired in a reasonable period of on the job training.