Preheat the oven to 375 degrees Fahrenheit. Spray a 10 x 15 x 1-inch jelly roll pan with parchment paper, leaving a 1-inch overhang on both sides. Lightly spray the parchment with nonstick cooking spray and set aside.
Add 3 large eggs, 1 cup granulated sugar, ⅔ cup pumpkin puree, 1 teaspoon vanilla extract, 1 teaspoon ground cinnamon, ¼ teaspoon ground nutmeg, and ¼ teaspoon ground cloves to a large bowl and beat with a handmixer until fully combined.
In a separate bowl, whisk together ¾ cup all-purpose flour, 1 teaspoon baking soda, and ½ teaspoon salt. Add the flour mixture to the egg mixture until just barely combined, and no streaks of flour remain.
Spread the batter evenly in the prepared jelly roll pan. Bake in the oven for 13-16 minutes, until the center of the cake springs back when very gently pressed on.
Remove the pan from the oven and allow it to cool for just a couple of minutes, until it's cool enough to touch. Use the parchment to lift the cake out of the pan before gently rolling up the cake from a short end, allowing the parchment to roll up inside it. Keeping the cake in a roll, let it cool completely on a wire rack
Cream Cheese Filling
While the cake cools, add 1 (8-ounce) package softened cream cheese, 3 tablespoons softened salted butter, 1 cup powdered sugar, and ½ teaspoon vanilla extract to a large bowl and beat with a hand mixer until smooth.
Once the cake has cooled completely, carefully unroll it. Spread the cream cheese filling over the cake, leaving a ¼-inch border around the edges. Tightly roll the cake back up from the short side, removing the parchment paper as you go.
Chill the cake for at least an hour before dusting with powdered sugar and serving.
Notes
Make Ahead and Storage Instructions
Make Ahead: Keep the rolled cake (unfilled) in the fridge for up to 2 days, then bring it to room temperature before filling. Or fully assemble with filling and refrigerate up to 4 days. Always wrap well in plastic.
Storing: Wrap the cake in plastic wrap and refrigerate for up to 5 days.
Freezing: Best frozen fully assembled. Wrap the chilled cake in several layers of plastic wrap plus foil, then place it in a freezer bag. Freeze up to 3 months. Thaw overnight in the fridge before slicing. You can also slice, wrap, and freeze individual pieces for up to 3 months.