Deep Learning Engineer - Scene

Company: Nauto, Inc
Location: Palo Alto
Posted on: October 18, 2020

Job Description:

COMPANY NAME: Nauto, Inc. POSITION TITLE: Deep Learning Engineer - Scene POSITION DUTIES: Design and develop software and algorithms for object detection, scene analysis, tracking and segmentation to run in a cloud environment and on embedded devices using deep learning and computer vision techniques. Contribute to cross-team efforts to advance the state of the art of algorithms and software for autonomous vehicle systems and transportation safety. Develop and implement AI-based algorithms for external safety features and driver behavior improvement using deep learning models and computer vision techniques. Utilize different deep learning blocks (CNN, LSTM, etc.) to design the network architectures in common frameworks like Tensorflow and Caffe for problems including object detection, scene analysis, tracking, and segmentation. Work with internal and external resources to collect and label necessary datasets. Lead in coordination with the device team for feature implementation, including iterative development and testing. Evaluate algorithms by validating on real and synthetic data and designing appropriate metrics, dashboards and alerts. Utilize machine learning and computer vision techniques to design better algorithms for autonomous vehicle systems and transportation safety according to performance requirements in order to improve business objectives. DEGREE REQUIREMENTS: Master of Science degree or foreign equivalent in Computer Science, Electrical Engineering, Electrical and Electronic Engineering, Mathematics or a related quantitative field of study. EXPERIENCE REQUIREMENTS: Two and one half (2 1/2) years of experience in the position offered or a related computer vision and machine learning engineering role. OTHER SPECIAL REQUIREMENTS: Two and one half (2 1/2) years of experience with all of the following skills: programming in C, C++, and Python programming languages; computer vision libraries including OpenCV; deep learning frameworks including Tensorflow and Caffe; software development for cloud environment and embedded devices; deep learning methods at scale using convolutional neural network (CNN) and long short-term memory (LSTM) network architectures and ensemble modeling; and algorithm and software design and development experience for object detection, scene analysis, tracking and segmentation. LOCATION OF POSITION AND INTERVIEW: Nauto, Inc. 220 Portage Avenue Palo Alto, CA 94306 APPLICANTS SHOULD SUBMIT RESUMES TO: Erika Ortiz Nauto, Inc. 220 Portage Avenue Palo Alto, CA 94306

Keywords: Nauto, Inc, Palo Alto , Deep Learning Engineer - Scene, Other , Palo Alto, California