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Neural Network Processing Firmware and Compiler Engineer
2 months ago
We are seeking a highly motivated and experienced Firmware and Compiler Engineer to join our team at Collabera. As a key member of our organization, you will be responsible for developing, verifying, and commercializing firmware for neural network processing technology on cutting-edge processors and proprietary hardware for advanced machine learning use cases.
Key Responsibilities:- 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.
- 3-5+ years of development experience.
- Experience with different operating systems, data structures, computer architectures.
- Machine learning and neural network framework (Caffe, Tensor Flow) experience.
