Sr Software Engineer, Machine Learning
ATR International

Job Info

<b>Job Description:</b><br><br> Responsible for the design, development and implementation of computer vision algorithms on proprietary SOC Typically this involves developing tools to convert from standard DNN frameworks our architecture.<br><br>Join a team of highly innovative scientists and engineers to research, architect and implement new technologies related to Automotive Camera Solutions This domain requires deep knowledge of imaging and computer vision.<br><br>We want to create efficient platform where new algorithms are developed and ported by customers for various applications CV Applications are targeted toward ADAS and security market.<br><br>Responsibilities<br><br>Develop deep understanding of Clients Vector Processor architecture for efficient code development.<br>Efficient use of hardware resources like CPU cycles and memory are core to scaling DNN and ML algorithms Profile NN and make necessary modifications.<br>Design, develop, test, deploy and maintain optimized NN zoo.<br>Develop strategies to train and optimize DNNs to get best performance on AMBA silicon.<br>Develop tools for good user experience for development.<br>customers to port their algorithms on to AMBA SOC.<br><br><b>Requirement:</b><br><br>Qualifications:<br><br>* You must possess a Bachelor's degree in EE, computer engineering, CS or equivalent Master's degree with same disciplines preferred.<br><br>* Must have 3-8 years, hands on experience with deep learning and its applications to computer vision (eg classification, object detection, segmentation etc)<br><br>* Familiarity with mathematically sophisticated algorithms in areas such as: machine learning, computer vision, linear algebra, data visualization etc.<br><br>* Solid knowledge of scripting languages such as python.<br><br>* 3+ years' experience in developing or using deep learning frameworks (eg, Tensorflow, caffe, PyTorch etc)<br><br>* Working knowledge of computer architecture and software development with data structures/ algorithms.<br><br>* Must be comfortable with modern software development methodologies such code review, unit testing, peer reviews etc.<br><br>* You will be working closely with customers, so verbal and written communication skills are critical for our success.<br><br>* Excellent analytical, problem solving and presentation skills.<br><br>* Excellent cross-functional, cross-site (shanghai and Taiwan) teamwork.<br><br>The base salary range is $150,000 - $190,000 Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.<br>#PandoPandoLogic. Keywords: Senior Software Engineer, Location: Santa Clara, CA - 95055