Neural Network Firmware and Compiler Development Expert

2 weeks ago


Markham, Ontario, Canada Collabera Full time


Job Title: Neural Network Firmware and Compiler Development Expert



Job Description:



Collabera is the largest minority-owned Information Technology (IT) staffing firm in the U.S., with more than $525 million in sales revenue and a global presence that represents approximately 10,000 professionals across North America (U.S.) and beyond. We support our clients with a strong recruitment model and a sincere commitment to their success, which is why more than 75% of our clients rank us amongst their top three staffing suppliers.



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.


Minimum Qualifications:



  • 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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