AI Research Engineer - ML & Signal Processing
Core
Building AI capabilities for electronic warfare systems to detect, classify, and reason about RF signals in congested, contested spectrum.
Role type
Senior IC AI Research Engineer (ML & Signal Processing)
Builds
Production ML models for electronic warfare systems
Domain
Defence / Electronic Warfare / RF Signal Processing
Deliverable
production ML models
Required skills
Self-supervised representation learning, temporal models, deinterleaving, emitter identification, mode recognition, anomaly detection, Python, Rust, reading and reimplementing research papers, calibration under distribution shift
Preferred skills
Experience with EW/SIGINT/ESM/ELINT/RWR/radar concepts, RF signal theory (modulation, propagation, antenna patterns), deploying ML to edge/embedded hardware (ONNX, TensorRT, quantisation)
Technologies
Python, Rust, ONNX, TensorRT
Responsibilities
Read literature and prototype on real recorded data, push models to the edge, monitor performance on real platforms, collaborate with RF and hardware engineers
Seniority
Senior, hands-on IC