Preheat oven to 350°F (175°C). Grease a 9x5 inch loaf pan.
In a large bowl, whisk together flour, granulated sugar, brown sugar, baking powder, baking soda, salt, cinnamon, nutmeg, cloves, and ginger.
In another bowl, mix together pumpkin puree, vegetable oil, almond milk, and vanilla extract until smooth.
Add the wet ingredients to the dry ingredients and stir until just combined.
Pour the batter into the prepared loaf pan and spread it evenly.
Bake for 45 minutes, or until a toothpick inserted into the center comes out clean.
Let the cake cool in the pan for 10 minutes, then transfer to a wire rack to cool completely.