Training should include hands-on experience with various techniques used to study and develop catalysts. This includes spectroscopy methods (e.g., NMR, IR, UV-Vis), microscopy (e.g., TEM, SEM), and surface characterization techniques such as XPS and BET surface area analysis. Mastery of these techniques is essential for the proper analysis and improvement of catalytic systems.