SDR AI/ML Capability Developer - Python/NumPy/Pytorch/Jupyter

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 Python processing libraries (NumPy, SciPy, CuPy, Numba, PyTorch, TensorFlow, Jupyter, Matplotlib, Pandas, etc)
• Proficient within a Linux/Unix environment

Desired Skills:

• 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
• Experience integrating SDR applications into containerized environments (Docker/Podman/K8)
• Experience deploying inference or detection models on low SWaP / IoT platforms such as Jetson or Raspberry Pi scale hardware

 

This position is open for direct hires only. We will not consider candidates from third party staffing/recruiting firms.

Benefits

• Annual Salary: $130,000 - $270,000 (Depends on the Years of Experience)
• Up to 20% 401k contribution (No Matching Required and Vested from Day 1)
• Above Market Hourly Rates
• $3,200 HSA Contribution
• 5 Weeks Paid Time Off
• Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D