AI Engineer, Physical Systems and Sensing
Core
Building AI-driven frameworks to validate, monitor, and diagnose hardware and software across radar, RF, and sensor fusion products for defense and commercial air operators.
Role type
Senior IC AI Engineer (Physical Systems and Sensing)
Builds
AI-driven analysis pipelines, LLM-powered telemetry interpretation workflows, automated test/validation frameworks, and intelligent monitoring dashboards for hardware-in-the-loop systems.
Domain
Defense, aerospace, radar, RF, sensor fusion, and IoT.
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, machine learning, time-series analysis, signal processing, anomaly detection, LLMs for engineering workflows, hardware-in-the-loop systems, CI/CD, Docker, cloud deployment, cross-functional hardware/software collaboration.
Preferred skills
CUDA, FPGA workflows, GPU-accelerated computing, autonomous systems perception, simulation-based validation, regulated environment deployment.
Technologies
Python, Jenkins, Azure, Bitbucket, Docker, LLMs, FPGA, CUDA.
Responsibilities
Build AI-driven analysis pipelines for automated anomaly detection and root cause analysis; Design and deploy LLM-powered workflows to interpret system telemetry; Develop end-to-end automated test and validation frameworks for software, firmware, and FPGA systems; Create intelligent monitoring dashboards using ML to identify drift and failure modes; Work closely with systems and hardware engineers to close the loop on product improvements; Help establish and scale the team's testing and validation capabilities.
Seniority
Senior, hands-on IC