Preheat the oven to 170C fan-forced. Line a 12 hole muffin pan with paper cases.
Place the butter and sugar into a bowl and, using a stand mixer or an electric hand mixer, cream the butter and sugar until it is light and fluffy.
Add the eggs, one at a time, and beat for 45 secs to 1 minute or until the egg is fully incorporated before adding the next.
Add the flour and fold it in by hand, adding the milk and vanilla just before all the flour is incorporated. Mix gently until you have a creamy, spoonable batter.
Divide the batter evenly between the paper cases, then bake for 15-17 minutes or until the cakes are golden and spring back to the touch. You can also insert a skewer in the centre of the cakes, if it comes out clean they are ready.
Remove the cakes from the oven and place the pan on a cooling rack and allow the cakes to cool in the pan for 5 minutes, then remove them from the pan and allow them to cool completely.