Preheat oven to 350 degrees.
Fill a 12 count muffin tray with paper muffin liners.
In a large bowl combine cake mix and pumpkin.
Fill each cupcake liner halfway with batter. Add a Caramel Creams candy to the middle of each muffin cup. Cover each caramel and cupcake with additional batter.
Bake muffins for 25 minutes.