In the bowl of an electric mixer, add the butter and sugar and mix on high speed until fluffy, about 2-3 minutes. Add in vanilla extract and mix until combined. Add in flour, oats, salt and baking soda, mixing on medium speed. The dough will look crumbly. Add the milk with the mixer on low speed, and mix until a dough forms. If desired, you could add some chocolate chips here!