Computer Vision Engineer

5 days ago


Chennai, India Valeo Full time

Experience: 2 To 6 Years


• Industry experience in applied research in the field of deep learning and computer vision


• Exposure to state of the art technologies in Deep learning (e.g. Transformers, GANs, LSTM, BEV)


• Experience in Deep Learning in one or more of the following: object detection, segmentation, tracking, pose estimation, action recognition, differentiable rendering


• Expert in Python programming and good understanding of deep learning frameworks and workflow


• Experience in working with large data sets and developing infrastructure pipelines


• Strong fundamentals in 3D geometry


• Strong knowledge of Camera parameters and color models


• High level of innovation and motivation


• Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture


• In-depth knowledge of mathematics, statistics, and algorithms


• Good communication and collaboration skills


• Specialization in Machine Learning preferred.


• Applied Deep Learning work experience preferred.


• Algorithm development experience in robotics, ultrasonics, RADAR, LIDAR, camera systems, sensor fusion or computer vision


• Experience with PC-based simulation tools


• Knowledge of UML design tools


• Academic publications in relevant field


• Experience developing software for embedded platforms.


• Experience with version control software


• Automotive industry experience.


• Experience with imaging or optics systems.


• Experience developing algorithms for autonomous and/or real-time systems.


• Superb analytical and problem-solving abilities



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