No, you do not! Persian cucumbers have very thin skin that does not need to be removed. They are also seedless and sweet in flavor and do not have a high water content. This is why they are most preferred in salads they do not get soggy and do not make the salads watery. Add in tomatoes and onions to make the cucumber salad versatile and more flavorful.