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Senior RF Signals and Data Analyst

Quartermaster AIArlington, VA
On-site FullTime

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About the job

Quartermaster AI is on the lookout for a highly skilled RF Signals Analyst who possesses a robust technical foundation in communications and signals analysis. In this pivotal role, you will spearhead our data labeling and signal characterization initiatives. Your expertise will define what constitutes a 'signal of interest' in the maritime sector, shaping reference labeling standards and creating high-confidence maritime RF datasets that will drive analytics and machine learning.

Key Responsibilities:

  • Signal Characterization: Utilize sophisticated analysis tools (e.g., GNURadio, Inspectrum, or proprietary software) to identify, classify, and tag a variety of signals, including VHF/UHF communications, maritime radar (S-band/X-band), and AIS-dark emitters.

  • Data Labeling Leadership: Establish taxonomies and ground-truth standards for our maritime RF database, ensuring that labels are precise and beneficial for training deep learning models.

  • Operational Priority Mapping: Provide guidance to the engineering team on signals that hold the utmost significance for our clients, such as illegal fishing fleets or military vessels.

  • AI/ML Collaboration: Collaborate with DSP and ML engineers to validate model outputs, offer feedback on false positives, and identify

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