Preheat the oven to 350 degrees F and lightly grease an 8x4” loaf pan with nonstick baking spray. You can use a 9x5” pan as well, but it will result in a thinner pumpkin bread.
In a large bowl, whisk together the pumpkin puree, eggs, milk, vegetable oil, and vanilla.
Once combined, add the light brown sugar. Whisk again until smooth.
Next, add the flour, pumpkin pie spice, and baking soda. Mix just until no large lumps of flour remain. The batter will not be completely smooth, but don’t want to overmix.
Transfer the batter to the prepared pan and bake it for 60-65 minutes, or until a toothpick inserted into the center comes out clean.
Allow the pumpkin bread to cool in the pan for 10 minutes. Then remove it to a wire rack and cool completely before frosting.