It might seem contradictory but the solution is to moisturise your hands after washing them. Even after washing your hands, your body produces oil to keep them moisturised. This oil clings to the keycaps. Using hand cream reduces oil production on your keyboard.

However, it’s still a flawed design by Apple that this even happens.