Senior Research Scientist - Radio Frequency Machine Learning (RFML)

$176,000 - $282,000/Yr

Peraton - College Park, MD

Full-time - Mid Level

College Park, MD

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

The position involves leading the design, development, and prototyping of RF machine learning algorithms at Peraton Labs, a company with a rich heritage in cybersecurity research. The role is critical in delivering innovative solutions to complex challenges faced by government agencies and commercial customers, particularly in the areas of computer network defense and secure operations. The candidate will work on-site in College Park, MD or Laurel, MD, and will have opportunities for professional growth and learning.

Responsibilities

• Lead the design, development, and prototyping of RF machine learning algorithms.
• Conduct research in the Machine Learning and RF spectrum domains.
• Apply expertise in digital signal processing and RF domain knowledge to projects.
• Utilize modern machine learning development frameworks such as Keras, TensorFlow, and PyTorch.

Requirements

• Minimum of 8 years of experience with a BS/BA; Minimum of 6 years with an MS/MA; Minimum of 3 years with a PhD.
• Strong digital signal processing skills and RF domain knowledge.
• Expertise with modern machine learning development frameworks (e.g. Keras, TensorFlow, PyTorch).
• History of conducting research in the Machine Learning and RF spectrum domains.
• Must have a current/active TS/SCI w/ Polygraph.

Nice-to-haves

• Familiarity with common software defined radio platforms (e.g. Ettus USRPs) and software (e.g. GNU Radio).

Benefits

• Comprehensive medical, dental, and vision plans.
• Health Savings Accounts (HSAs) and Flexible Spending Accounts (FSAs).
• 20 days of accrued PTO per year, 6 paid federal holidays, and 4 floating holidays.
• 401(k) retirement savings plan with company matching.
• Career development training through Skillsoft e-Learning Suite.
• Tuition and training assistance, including access to a student loan refinancing service.