Neural Network Processing Firmware and Compiler Engineer

4 weeks ago

Markham, Ontario, Canada Collabera Full time
Neural Network Processing Firmware and Compiler Expert

Collabera is a leading IT staffing firm with a strong commitment to client success. We support our clients with a robust recruitment model and a sincere dedication to their growth.

Job Overview:

  • We are seeking a highly motivated individual with the ability to learn quickly and work independently within a dynamic, multidisciplinary organization.
  • 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.

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 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.
  • Strong verbal and written communication skills and experience working within a dynamic team environment requiring extensive interactions with cross-site peers and teams.

Preferred Qualifications:

  • 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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