Analyze system behavior and data to explain not just what the numbers are, but why - connecting observed performance to underlying hardware and software behavior, and uncovering optimization opportunities across all aspects of hardware (CPU, GPU, Neural Engine, memory, storage), software (OS, drivers, applications), and system characteristics (thermals, power, and acoustics). Experience curating, running, and interpreting AI/ML workloads or benchmarks, and experience with the frameworks and hardware-specific runtimes used (e.g., PyTorch, TensorFlow, TensorRT/CUDA, OpenVINO).10+ years of industry experience in performance analysis.