3h ago

RF Signals and Data Analyst

Arlington, VA

$100k+ / yearest.

full-timemid Hybridcybersecurity

🛠 Tech Stack

💼 About This Role

You'll lead signal characterization and data labeling efforts for maritime RF datasets at Quartermaster AI. You'll define reference labeling standards and identify high-value signals for customer missions. Your expertise will directly shape training data for machine learning models.

🎯 What You'll Do

  • Characterize and classify maritime signals using GNURadio and inspectrum.
  • Develop taxonomies and ground-truth standards for RF database.
  • Advise engineering team on operational priority of signal types.
  • Collaborate with DSP and ML engineers to validate model outputs.

📋 Requirements

  • 4+ years of RF signals analysis, SIGINT, or ELINT experience.
  • Technical proficiency in modulation recognition and signal characterization.
  • Experience with Linux-based signal analysis and SDR tools.
  • Active or ability to obtain Secret clearance.

✨ Nice to Have

  • Experience analyzing RF activity in maritime environments.
  • Working understanding of ML labeling quality impact.
  • Familiarity with maritime emitter behavior and order of battle.
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