RF Signals and Data Analyst
Arlington, Virginia, United States of America
Full Time
2 weeks ago
No Visa Sponsorship
Key skills
LinuxML
About this role
Role Overview
- Use advanced analysis tools to identify, classify, and tag diverse signals.
- Develop the taxonomies and ground-truth standards for maritime RF database.
- Advise the engineering team on important signals for customers.
- Work alongside DSP and ML engineers to validate model outputs.
- Identify and document unique signal characteristics, behaviors, and patterns.
Requirements
- 4+ years of relevant experience in RF signals analysis, SIGINT, ELINT, EW, or related signal characterization work.
- Strong technical understanding of communications and radar signal analysis.
- Experience with Linux-based signal analysis workflows and familiarity with RF data products.
- Experience analyzing RF activity in maritime or similarly complex operational environments.
- Working understanding of how labeling quality, and taxonomy consistency affect downstream model training and evaluation.
- Active or ability to obtain and maintain a Secret clearance.
Tech Stack
- Linux