AI Algorithm Engineer

AI Algorithm Engineer Needed / San Diego / StartupThis Jobot Job is hosted by: Kevin SzilagyiAre you a fit? Easy Apply now by clicking the ''Apply Now'' button and sending us your resume.A bit about us:If you are a creative and self motivated individual who works on AI Algorithm Development in the multimedia area this opportunity is for you. State of the art semiconductor system provider performing cutting-edge research in smartphone technologies, including but not limited to communications, computer vision, and video and image processing. With a staff comprised of talented scientists and delivering designs, algorithms and products that provide a positive impact on end users'' daily interactions with technology, whether it be with smart devices, communication networks, or services in the cloud.Why join us? Amazing working environment Great Benefits Package Competitive base salaryJob DetailsMain Responsibilities:Research and develop AI algorithms for the multimedia subsystem pipeline including but not limited to object and pattern recognition, classification, segmentation, tracking, speech recognition, and low-level image/video algorithms such as denoising, demosaicing, super-resolution.Work with hardware and architecture team to research and explore hardware-friendly AI algorithms and implementations, and AI processor architectures optimized and customized for specific type of AI algorithms.Act as the algorithm representative during system level hardware/software integration, and assist teams to efficiently port AI algorithms to AI processors through quantization, network compression, and other techniques to meet the performance and power constraint.Requirements:MS/PhD in relevant field (EE, CS, Mathematics, Statistics), with 3+ years of multimedia algorithm development experience.Solid background in signal/image processing and computer vision theory.Proficient in C/C++ and solid Python programming skills. Familiarity with the common data structure and algorithms.Solid background in the fundamental theory of machine learning and deep learning.Familiarity with at least one of the Tensor flow/PyTorch/MxNet/Caffe programming frameworks.Having experience with one or more of the following is a plus:Developed AI algorithms for image denoise, demosaic, super resolution, fusion, HDR, and ISP processing.Worked on porting AI algorithms to AI processors, network quantization and compression, pruning, and light network model.Publication in top-tier AI conferences such as CVPR, ICCV, ECCV, terested in hearing more? Easy Apply now by clicking the ''Apply Now'' button.

Created: 2021-11-29