Preheat your oven to 350°F (175°C). Grease and flour a 9-inch round cake pan or line it with parchment paper.
Prepare the Cake Batter: In a large bowl, whisk together flour, sugar, baking powder, baking soda, salt, cinnamon, and nutmeg.
In another bowl, cream the butter until light and fluffy. Beat in the pumpkin puree, eggs, and vanilla extract. Mix in the sour cream until well combined.
Gradually add the dry ingredients to the wet mixture, stirring until just combined.