Preheat oven to 350°F. Grease and flour two 9-inch round cake pans.
In a large bowl, whisk together dry ingredients.
Add eggs, milk, oil, and vanilla. Beat on medium speed for 2 minutes.
Stir in boiling water until well blended.
Pour batter into pans and bake 30-35 minutes. Cool completely.