NXP Semiconductors: Senior Machine Learning Firmware Architect

Company: NXP Semiconductors
Location: Austin
Posted on: September 17, 2020

Job Description:

NXP Semiconductors N.V. (NASDAQ: NXPI) enables secure connections and infrastructure for a smarter world, advancing solutions that make lives easier, better, and safer. As the world leader in secure connectivity solutions for embedded applications, NXP is driving innovation in the automotive, industrial & IoT, mobile, and communication infrastructure markets. Built on more than 60 years of combined experience and expertise, the company has over 29,000 employees in more than 30 countries and posted revenue of $8.88 billion in 2019.Job Summary:Define and technically drive the implementation of scalable Edge ML Firmware architecture for MCUs and MPUsHelp the definition and SoC integration strategy of ML HW IP/subsystems by providing relevant inputs from a FW/SW perspectivePre-silicon performance evaluation and optimization on emulation vehicles, as well as first-silicon ML HW IP/subsystem bring-up.Provide technical leadership for a global team of ML expertsJob Qualifications:Master’s degree with 10+ years of experience or Bachelor’s degree with 12+ years in Computer Science, or Computer Engineering5+ years of technical leadership experience in a global team of 20+ engineers3+ years of ML accelerator hardware/emulator design/verification experienceHands-on experience in implementing Computer Vision, and Deep Learning product development on the EdgeExperience in designing ML hardware sub-system design for memory, compute and power performanceExperience in Deep Learning NN development, training, optimization and deployment in Tensorflow and PytorchHands-on experience in development of ML model conversion, quantization, and pruning techniquesExperience in implementing Deep Learning inference engines such as Tensorflow Lite, Tensorflow Micro, ArmNN, and/or Onnx-runtime on memory constrained Edge devicesContributor in open-source ML frameworks with inference as focusExperience in embedded Linux, and RTOSStrong in Python, C++ and CNXP is an Equal Opportunity/Affirmative Action Employer regardless of age, color, national origin, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, marital status, status as a disabled veteran and/or veteran of the Vietnam Era or any other characteristic protected by federal, state or local law. In addition, NXP will provide reasonable accommodations for otherwise qualified disabled individuals.

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