Experience with analog IC design, simulation, verification, and laboratory characterization tools, including Cadence Virtuoso/Spectre, MATLAB and/or Python for analysis and automation, RF/high-frequency tools such as Keysight ADS, Ansys HFSS or equivalent EM simulation tools, post-layout extraction and verification tools, and high-speed laboratory equipment including oscilloscopes, VNAs, BER testers, and data-analysis workflows.