Understanding of calibration, measurement accuracy, sampling, uncertainty, and how operating conditions and failure modes affect recorded data; background in design of experiments, root-cause analysis, uncertainty analysis, or reliability-focused testing. Demonstrated experience authoring and executing formal test protocols and preparing technical reports within a controlled documentation process, including requirements traceability, revision control, deviation documentation, and evidence-based acceptance decisions.