Neural Network Processing Firmware and Compiler Engineer

Neural Network Processing Firmware and Compiler Engineer

Employment Type: Full-time

• Position exists for a highly motivated individual with the ability to learn quickly and work independently within a multidisciplinary, dynamic, and fast paced organization building next generation mobile devices.
• Develop, verify, and commercialize firmware for neural network processing technology on cutting edge processors and proprietary hardware for advanced machine learning use cases.
• Design and implement real-time, embedded neural network processing software and firmware executing on ARM based processors.
• Design and implement embedded software for buffer management, interrupt handling, multi-processor communications, and embedded hardware device drivers.
• Develop scripts and utilities in Python, Bash, PERL, C#, and other scripting languages.
• Design, execute, and debug software and firmware on new hardware simulation, and emulation, target platforms.
• Design and develop compiler software to optimize performance of proprietary hardware.

• Experience developing commercial firmware and hardware in areas such as neural network processing, machine learning, real-time hardware drivers, and system level software and services.
• Experience developing compiler and optimization software and tools.
• Hands on experience measuring, debugging, and providing solutions for performance bottlenecks.
• Proficient in C/C++ programming language with strong embedded programming experience on multiprocessor platforms, including size, cycle, and performance optimizations.
• Assembly programming experience is an asset.
• Ability to develop and debug embedded software and firmware spanning multiple processor cores and subsystems in real-time, multitasking, multithreaded environments, including reading schematics, debugging hardware, and proficiency with JTAG and other lab and test equipment.
• Experience working with hardware simulation/emulation (FPGA) environments.
• Strong verbal and written communications skills and experience working within a dynamic team environment requiring extensive interactions with cross-site peers and teams.

• 3-5+ years of development experience preferred.
• Experience with different operating systems, data structures, computer architectures.
• Machine learning and neural network framework (Caffe, Tensor Flow) experience.

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