Composition containing an aqueous phase, at least 35% by weight of jojoba oil relative to the total weight of the composition, and at least one sucrose fatty acid ester. The composition is preferably in the form of a gel. It may be used, in particular, for removing makeup from the skin and/or the eye area and/or the lips.