Preheat oven to 350 F and line cupcake tray with 18 liners.
Place dry ingredients in the bowl of a stand mixer. Sift ingredients together with a wire whisk until combined.
With mixer on low, add eggs one at a time, mixing until just combined.
Add milk, oil, and vanilla, mixing until combined.
Slowly add hot water and mix until combined.