In the bowl of a stand mixer fitted with the paddle attachment (or in a large mixing bowl using a hand-held mixer), beat the butter and sugar until light and fluffy. Beat in the eggs one at a time, then the Butterscotch flavour. Add in the cup of milk and mix until fully combined.