Peraton - Laurel, MD

posted about 2 months ago

Full-time - Entry Level
Laurel, MD
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

The Research Scientist - Machine Learning position at Peraton involves conducting advanced research in machine learning and signal processing, particularly in the context of Radio Frequency (RF) systems. The role is designed for entry to mid-level candidates with a strong technical background and a keen interest in learning and applying innovative solutions to complex challenges faced by government agencies and commercial customers. The position emphasizes collaboration, communication of research findings, and the development of algorithms and systems documentation.

Responsibilities

  • Conducting Radio Frequency (RF) machine learning research or developing signal processing algorithms for wireless systems
  • Communicating the results of research through customer presentations and publications
  • Writing design documents, simulation reports, and system documentation

Requirements

  • Bachelor's degree with 5 years of experience, Master's degree with 3 years, or Ph.D. with 0 years in Computer Science or a related field
  • Experience coding in Python, C, C++, and/or MATLAB
  • Interest and/or experience in digital signal processing, RF software engineering, algorithm development, software defined radio, and machine learning
  • Experience with modern machine learning development frameworks and platforms (e.g., Keras, TensorFlow, PyTorch)
  • US Citizen with an active TS/SCI and Fully Cleared Poly

Nice-to-haves

  • Familiarity with common software defined radio platforms (e.g., Ettus USRPs) and software (e.g., GNU Radio)
  • Familiarity with Open Air Interface (OAI) or srsLTE software stacks
  • Familiarity with multiple-antenna or distributed signal processing techniques
  • Knowledge of LTE standards

Benefits

  • Comprehensive medical, dental, and vision plans
  • Health Savings Accounts (HSAs) and Flexible Spending Accounts (FSAs)
  • 20 days of accrued PTO, 6 paid federal holidays, and 4 floating holidays
  • 401(k) retirement savings plan with matching contributions
  • Best-in-class training through Skillsoft e-Learning Suite
  • Tuition and training assistance, access to student loan refinancing service and 529 plan
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