Preheat oven to 375 degrees. Grease and line a 9x13 rimmed baking sheet with parchment paper. Set aside.
In a medium bowl, combine the flour, baking soda, salt and cinnamon. Set aside.
In a mixer beat together the eggs, sugar and pumpkin puree until fully combined.
Add the dry ingredients to the wet ingredients and mix until combined and smooth.
Pour the batter into the prepared baking sheet and bake for 15-18 minutes.
Let the cake cool for a couple minutes and then carefully turn onto a clean tea towel. Cut the cake in half and then roll the cake up in the tea towel and set aside to fully cool. Make sure to roll the cake while it is still warm as this will prevent the cake from cracking. You may also place the cake in the frig to cool. While the cake is cooling make the cream cheese filling.