Machine Learning Signal Processing Specialist

3 weeks ago


College Park, Maryland, United States Peraton Full time
Job Description
We are seeking a highly skilled Senior Research Scientist to join our team at Peraton. As a Senior Research Scientist, you will be responsible for designing, developing, and prototyping RF machine learning algorithms. You will work closely with cross-functional teams to integrate machine learning models into RF systems and collaborate with software developers to implement machine learning algorithms on software defined radio platforms.

Key Responsibilities
- Design and develop RF machine learning algorithms
- Conduct research in Machine Learning and RF spectrum domains
- Collaborate with software developers to implement machine learning algorithms on software defined radio platforms
- Work closely with cross-functional teams to integrate machine learning models into RF systems

Requirements
- Minimum 8 years of experience with BS/BA; minimum 6 years with MS/MA; minimum 3 years with 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

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

Estimated Salary Range: $176,000 - $282,000 based on experience

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