No, petroleum jelly is not soluble in water. Petroleum jelly is a hydrocarbon-based product made from mineral oil and wax. It is essentially unreactive and immiscible with water, meaning it will not dissolve or mix with water. When combined, petroleum jelly will form a separate layer on top of the water due to its lower density.