DeveloperListed on: 10/2/2019 6:47:00 AMPST
Description: Need for an experienced algorithms developer with expertise in deep learning and low precision methods. This developer will assist in the design, development, and application of a digital neuromorphic accelerator chip. The selected candidate will work directly with other designers and system architects under the supervision team lead. Task Description: *Develop novel algorithms for low precision deep learning *Implement novel algorithms in PyTorch *Extend and modify PyTorch functions *Extend and modify PyTorch/ONNX export system *Create reference applications from a custom PyTorch library *Optimize neural networks for custom hardware
Requirements: Candidate should possess and be able to demonstrate: *Expertise with PyTorch, Python *Understanding of low precision deep networks And further demonstrate expertise with at least one of: *Developing novel algorithms for deep learning, as reflected by a relevant publication history, in one or more of the following domains: low precision networks, classification, detection, segmentation, instance segmentation, speech recognition. *Applying deep networks to solve real world problems in one or more domains including classification, detection, segmentation, instance segmentation, or speech recognition *Optimizing neural networks for GPU or custom hardware Beneficial Skills / Experience: *Developing algorithms for deep networks with reduced precision *ONXX, TVM, TensorFlow, C++ *Mapping neural networks to custom hardware *Large scale software development projects *Docker, Jenkins, Object Oriented Design and Agile methodology *Software maintenance and source control (Subversion, Git), bug tracking (Jira, Bugzilla), and collaboration (Confluence, MoinMoin) * L.J. Gonzer Associates is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, or protected Veteran status. L.J. Gonzer Associates is committed to diversity and inclusion in its recruitment process and work place environment. L. J. Gonzer Associates is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, or protected Veteran status.