As a machine learning scientist you will research, design, implement, optimize and deploy models and state-of-the-art algorithms in autonomous platforms.
A strong candidate will ideally possess at least one strong expertise in the following areas and at least a basic familiarity in others.
– Train machine learning and deep learning models on a computing cluster to perform visual recognition tasks, such as segmentation and detection
– Develop state-of-the-art algorithms in one or all of the following areas: deep learning (convolutional neural networks), object detection/classification, tracking, multi-task learning large-scale distributed training, multi-sensor fusion, etc.
– Optimize deep neural networks and the associated pre-processing/postprocessing code to run efficiently on an embedded device