Embedded Systems and Machine Learning Software Engineer
1 month ago
We are seeking a highly motivated Embedded Systems and Machine Learning Software Engineer to join our team at Collabera.
About the Role
- This position exists for an individual with the ability to learn quickly and work independently within a dynamic, fast-paced organization building next-generation mobile devices.
Responsibilities
- 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.
Estimated Salary Range
$120,000 - $180,000 per year, depending on experience and qualifications.
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