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Peraton Labs · 3 days ago

Machine Learning Research Scientist

College Park, MD

Full-time

Onsite

New Grad, Entry, Mid Level

$80K/yr - $128K/yr

0+ years exp

Peraton is a next-generation national security company that drives missions of consequence. They are actively seeking a software engineer with machine learning experience to join their team of software research scientists, focusing on conducting advanced research in cybersecurity and developing next-gen tools for detecting cyber-attacks.

ConsultingInformation ServicesMarket Research

No H1B

Security Clearance Required

U.S. Citizen Only

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

Qualification

Machine LearningPythonDigital Signal ProcessingC/C++JavaKerasTensorFlowPyTorchSoftware Defined RadioAlgorithm DevelopmentRF Software EngineeringOpen Air InterfaceSrsLTEMultiple-Antenna TechniquesLTE Standards

Required

Bachelors w/ 2 years of experience or Masters with 0 years of experience with a Computer Science related degree

Experience coding within one or more of the following: Python, C/C++ or Java

Interest and/or experience in one or more of the following domains: 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) is expected

US Citizen with an active TS/SCI Poly

Preferred

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

Health- Comprehensive medical, dental, and vision plans, HSAs and FSAs, and supplemental health options to keep you and your family healthy all year long.

Well-being- We strive to support your overall well-being - including emotional, financial, social/community, and physical wellness programs.

PTO & holidays- Our PTO programs helps you take the time in the ways that matter most. With 20 days a year of accrued PTO, 6 paid federal holidays, 4 floating holidays, and a flexible approach, Peraton Labs avidly supports a healthy work/life balance.

Retirement- All regular employees are eligible to participate in Peraton's 401(k) retirement savings plan through Fidelity. Peraton will match 100% of the first 4% you contribute, and 50% of the next 2% you contribute. All contributions are 100% vested after two years of service.

Career Development- We are invested in your future, and pride ourselves on providing best-in-class training to our team through Skillsoft e-Learning Suite for formal and informal learning, professional and technical certification preparation, and education assistance for career path-related courses at accredited institutions.

TA and Student Loan Refinancing- Peraton provides tuition and training assistance for its employees, in addition to access to a student loan refinancing service and 529 plan through tuition.io to support your continued education aspirations.