Neural Network Firmware and Compiler Development Expert
2 weeks ago
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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Markham, Ontario, Canada Collabera Full timeJob Summary: We are seeking a highly skilled Neural Network Processing Firmware and Compiler Engineer to join our team at Collabera. As a key member of our team, you will be responsible for designing and developing neural network processing firmware and compiler solutions that meet the needs of our clients. About the Role: As a Neural Network Processing...
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Markham, Ontario, Canada Collabera Full timeUnlock Career OpportunitiesWe are seeking 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.About This OpportunityJob Purpose:This position exists for an expert in firmware and compiler development, particularly in...
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Markham, Ontario, Canada Collabera Full timeJob Title: Neural Network Processing Firmware and Compiler EngineerCollabera is a leading IT staffing firm with a strong recruitment model and a commitment to client success. We support our clients with a global presence and a team of professionals across North America.Job Purpose:Collaborate with a multidisciplinary team to develop next-generation mobile...
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Markham, Ontario, Canada Collabera Full timeNeural Network Processing Firmware and Compiler ExpertCollabera is a leading IT staffing firm with a strong commitment to client satisfaction and employee success. As a global organization with a presence in North America, Asia Pacific, and the UK, we support our clients with a robust recruitment model and a sincere commitment to their success.We believe our...
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