For the cake:
Preheat the oven to 350-degrees. Spray three 9” diameter baking pans with a cooking spray, line the bottoms with parchment paper and lightly spray the paper.
Combine the sugar and the eggs in a large mixing bowl and beat on medium speed until light and thickened, about 3 minutes.
Add the vegetable oil, jam, and vanilla extract. Beat on medium speed until well blended, 1 to 2 minutes.
In a separate bowl, whisk together the flour, soda, baking powder, kosher salt, cinnamon, cloves and nutmeg.
Using low speed, add about ⅓ of the flour mixture to the batter, alternating with the buttermilk, ending with the flour. Blend just until the flour has disappeared.
Toss the pecans into the batter and stir in using low speed.
Divide the batter between the pans and bake for 35 minutes, or until a toothpick inserted in the center comes out clean.
Let the cakes cool in the pans for 10 minutes then transfer to a wire rack to cool completely. At this point you can wrap the cake layers and chill in the refrigerator overnight.
For the caramel icing:
Melt the brown sugar with the butter, milk and corn syrup in a medium size saucepan, over medium-low heat. Stir frequently and cook until the sugar is completely dissolved and very smooth.
Remove from the heat and allow to cool for about 10 minutes. Add the vanilla extract and powdered sugar. Beat on medium speed until the icing is very smooth. Add extra powdered sugar if needed to reach a desired spreadable consistency.
To assemble:
Place the first layer topside down on a flat cake plate or platter. Spread a thin layer of the jam over the cake, followed by a layer of the caramel icing.
Add the second layer and repeat with the jam and icing.
Top with the third layer. Spread a thin coat of the icing on the sides and top of the cake, creating a crumb coat. If you have room in your refrigerator, chill for about 30 minutes.
Spread another coating of icing to the sides and top of the cake.
Garnish with chopped toasted pecans on the sides and fresh blackberries on top.