Senior RF-ML Research Scientist - On-Site Prototyping

Peraton Labs, Inc.; College Park (MD); Sur place; USD 146 000 - 234 000; Plein temps

Résumé du poste

Peraton Labs, Inc. is seeking a poly cleared Senior Research Scientist to lead RF/ML algorithm design and prototype development for a Maryland-based IC customer. The role focuses on RF sensing, waveform analysis, and machine learning-enabled wireless research.

You will collaborate with researchers and engineers to move concepts to working prototypes, solving complex RF and spectrum challenges in a mission-focused environment.

Qualifications

• Minimum 6+ years with a Bachelor's, 4+ with a Master's, or 2+ with a Ph.D. in Electrical Engineering, Computer Engineering, Computer Science, Applied Mathematics, Physics, or a related discipline.
• Strong background in RF Machine Learning, digital signal processing, wireless communications, or RF systems research.
• Experience designing, developing, training, testing, or evaluating ML models for RF, wireless, spectrum, signal processing, or communications applications.
• Experience with modern ML frameworks such as PyTorch, TensorFlow, Keras, scikit-learn, or similar tools.
• Strong Python and at least one language such as C/C++, Java, or similar.
• Experience with RF data, signal captures, IQ samples, simulated waveforms, or real-world wireless datasets.
• Experience with Linux-based development environments.
• US Citizenship and an active TS/SCI w/ Polygraph.

Responsabilités

• Lead the design, development, prototyping, and evaluation of RF/ML algorithms for wireless, spectrum, and communications applications.
• Research and implement ML approaches for RF signal detection, classification, anomaly detection, emitter identification, spectrum sensing, or waveform analysis.
• Develop and evaluate algorithms using PyTorch, TensorFlow, Keras, scikit-learn, or similar tools.
• Apply DSP and RF domain knowledge to train, test, and validate models against real-world or simulated RF data.
• Design data collection, labeling, preprocessing, feature extraction, training, evaluation, and experimentation workflows for RFML research.
• Develop software prototypes using Python, C/C++, MATLAB, GNU Radio, or similar tools.
• Communicate research findings and outcomes through technical reports and customer briefings.
• Provide technical leadership and mentor junior researchers.

Connaissances

RF ML

Python

DSP

Communication

Machine Learning

Formation

Bachelor's in EE/CE/CS/Math/Physics

Master's in relevant field

PhD in relevant field

Outils

PyTorch

TensorFlow

Keras

scikit-learn

GNU Radio

MATLAB

Description du poste

Peraton Labs, Inc. is seeking a poly cleared Senior Research Scientist to lead RF/ML algorithm design and prototype development for a Maryland-based IC customer. The role focuses on RF sensing, waveform analysis, and machine learning-enabled wireless research.

You will collaborate with researchers and engineers to move concepts to working prototypes, solving complex RF and spectrum challenges in a mission-focused environment.