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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