View job on Handshake

Employer: JASR Systems

Expires: 09/30/2021

Design and implement innovative computer-vision and deep-learning algorithms for multiple applications, including wireless and advanced driver-assistance systems.The Role:Design and implement innovative computer vision and deep learning algorithms for multiple applicationsFor ADAS applications, 4D modeling to reconstruct 3D models of dynamic scenes to provide situational awareness in large operational areasObject detection and tracking to provide localization of relevant objects in scenesUnderstanding problems where limited measured training data is available using techniques such as transfer learning and domain adaptation. RequirementsMS or PhD in a scientific field such as computer science, physics, math, data science or physics, or equivalent experienceExperience with computer vision and machine learning research based on deep convolutional networks1-5 years of practical experience applying ML and statistics to solve complex problemsPreferred:2+ years of practical experience applying state-of-the-art ML and computer vision techniques to large multimodal data setsTrack record of research in ML and CV technologies in high impact publicationsStrong fundamentals in problem solving, complexity analysis, and algorithm designProven experience deploying solutions at scale into prototype and production systems