The soaking duration for zucchini varies depending on your recipe. For removing moisture before grilling or roasting, 15-30 minutes is usually sufficient. However, most of the time, soaking is not required. Marinating zucchini can take 30 minutes to a few hours, and pickling might require several hours to overnight in a saltwater brine.