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

Posted 2 Days Ago
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Aberdeen Proving Ground, MD
Mid level
Software
The Role
We are seeking a mid or senior level AI/ML developer to work on software defined radio projects, requiring expertise in AI/ML techniques and Python libraries.
Summary Generated by Built In
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. 


RequirementsSecurity 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
  • $3,400 HSA Contribution
  • 5 Weeks Paid Time Off
  • Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D


Top Skills

Cuda
Cupy
Docker
Jupyter
K8
Linux/Unix
Matplotlib
Numba
Numpy
Pandas
Python
PyTorch
Scipy
TensorFlow
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The Company
HQ: Columbia, MD
19 Employees
On-site Workplace
Year Founded: 2014

What We Do

Build something to be proud of.

Captivation is focused on engineering digital solutions for mission makers. We deliver software engineering expertise across a broad spectrum of disciplines, collaborating to solve problems with the agility and efficiency of a small business.

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 a small, developer-oriented company that embraces the progressive attitude you would expect at a tech startup. We value transparency in the employer-employee relationship, and aim to empower our team through a flattened company structure.

We actively pursue the most interesting work the Intelligence Community has to offer. Our team works with leading software technologies to create awesome solutions for happy clients.

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