What are the responsibilities and job description for the SDR AI/ML Capability Developer - Python/NumPy/Pytorch/Jupyter position at Captivation Software LLC?
Build to something to be proud of.
Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is looking for software developers who can get stuff done while making a difference in support of the mission to protect our country.
Description
Captivation Software is looking for a mid or senior level level software defined radio AI / ML developer to assist with daily responsibilities at the Aberdeen Proving Grounds. Candidates must be able to commute to APG 3 days / week.
Requirements
Security Clearance :
Must currently hold a Top Secret / SCI U.S. Government security clearance with a favorable Polygraph, therefore all candidates must be a U.S. citizen
Minimum Qualifications :
Bachelor's or Advanced Degree in Computer Science, Computer Engineering, or other technical discipline
At least 3 years of previous experience
Required Skills :
Proficient with the application of AI / ML approaches such as object detection in images, convolutional neural networks, autoencoders, transformer models, recurrent neural networks and reinforcement learning techniques
Proficient with CUDA / GPU signal processing algorithm development, including design, implementation, benchmarking, and optimization.
Proficient with data structure and algorithm design and implementation, including analysis of complexity and optimization
Familiarity with SDR hardware, including MSDD, Ettus, RTL, and their supporting software packages such as USRP / UHD
Familiar with fundamentals of RF signals processing and analysis such as fast Fourier transform (FFT), modulation, framing, forward error correction (FEC), and cyclo-stationary processing
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