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Neural Network Processing Firmware and Compiler Engineer

External
Collabera2 logoCollabera2 · Markham, Canada
Full-timeOn-site108mo ago
AssemblyBashFPGAMachine LearningPerlPython
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Requirements

  • 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 bottle necks.
  • 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
  • To know more about this opportunity, please contact:
  • Hardev Singh (Harry)
  • 615-396-3062

Additional Information

Job Purpose: 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


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