RF Modeling Manager
Core
Architect and develop AI-driven models for indoor localization, RF propagation, and signal processing to enable real-time situational awareness and threat detection.
Role type
Senior IC RF Modeling Manager (AI/ML & Signal Processing)
Builds
Real-time indoor localization pipelines and AI-driven security analytics for emergency communications and video security systems.
Domain
Defense & Public Safety / RF Engineering & Machine Learning
Deliverable
production ML models
Required skills
RF propagation modeling, signal processing (filtering, time-series), probabilistic modeling, sensor fusion (Wi-Fi/BLE/IMU), Python, MATLAB, algorithm design, real-time system deployment
Preferred skills
PhD in EE/CS/Applied Math, experience with Kalman/EMA smoothing, clustering, lightweight ML classification
Technologies
Python, NumPy, SciPy, Pandas, scikit-learn, MATLAB, Wi-Fi RSSI, BLE RSSI, RTT/FTM, IMU
Responsibilities
Architect AI-driven models for indoor localization; build and refine path-loss and multipath-aware RF models; apply signal processing to transform raw RF/IMU data; fuse multi-sensor data for hybrid models; evaluate accuracy and tune hyperparameters; deploy models into real-time scoring pipelines; mentor peers in algorithmic reasoning
Seniority
Senior, hands-on IC with mentorship
