Job Description

Description Senior Engineer : Deep Learning for Autonomous Driving Mercedes-Benz Research and Development, India is seeking Engineers with a strong technical background in the areas of Automated Driving (AD) & Vision-based Deep Learning Algorithm Development . Mercedes Benz Driver Assistance / Automated drivingproject is a driver assistance system used for collision warning & mitigation, lane recognition, traffic sign recognition, object recognition for avoiding or mitigating crash, automated/driver assisted parking functions, recording system events etc. Key Job Responsibilities Develop object detection pose estimation, orientation, segmentation and classification algorithms using convolutional neural networks for automotive applications. Conduct experiments for optimizing the runtime & performance of DL algorithms. Define requirements for data collection and labeling related activities for algorithm development. Collaborate with a global team and contribute/implement ideas for the performance improvement of existing algorithms. Basic Qualification Master\'s degree in Electronics and Communication/Electrical and Electronics/Computer Science related fields 4-7 years of experience with Computer vision, DL/ML Key Skills Experience in developingConvolutional Neural Network (CNN) based algorithms for object detection / pose estimation / head or body orientation / semantic segmentation and classification Experience in working with state of the art CNN architectures like Googlenet, Resnet, Mask RCNN etc. Experience in training and hyper-parameter tuning Good programming skill (Python and/or C++) Experience with GPU-accelerated libraries (e.g. TensorFlow, PyTorch) Experience in using configuration management tools like Git and Atlassian tool chains like JIRA, Confluence etc. Good to have Experience in ADAS domain Experience in working on deep learning projects focused ongesture recognition, temporal predictions Experience in conversion of the deep learning algorithms to hardware (GPU/FPGA) compatible runtime models Qualifications To be filled by Hiring Manager

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