Mix together the buttermilk, baking soda. Set aside.
Combine the shortening, sugar, vanilla extract, and eggs. Mix well.
Sift together the all purpose flour, baking powder and salt. Combine all ingredients together and mix well.
Add boiling water to mixture, combine and pour into greased pan.
Frost with Quick and Almost Buttercream Icing