Strong knowledge of audio measurement principles and the ability to interpret measurements such as frequency response, output level, noise, signal-to-noise ratio, dynamic range, THD+N, IMD, crosstalk, phase, and group delay. Experience architecting or significantly expanding a test-automation framework, including reusable measurement libraries, instrument-control layers, device-under-test control libraries, reporting utilities, or test-sequencing infrastructure.