Because they are non-polar compounds. Water is a polar compound. Since Oxygen is much more electronegative than H it gets a partial negative charge and H gets a partial positive charge. This cannot interact with grease, which has almost no partial charge since it is non-polar. Instead you need a non-polar compound, like dry cleaning fluids, to interact with and remove non-polar grease.
