Preheat your oven to 375°F (190°C) and line a muffin tin with paper liners or lightly grease the cups.
In a large mixing bowl, whisk together the flour, sugar, baking soda, salt, cinnamon, ginger, and smoked paprika until well combined. This creates a flavorful dry base for your muffins.
Add the canned pumpkin, vegetable oil, and eggs to the dry ingredients. Whisk everything together until the batter is smooth and uniform, with no streaks of flour remaining.
Using a spoon or ice cream scoop, evenly divide the batter among the muffin cups, filling each about three-quarters full. The batter will be thick but scoopable.
Place the muffin tin in the oven and bake for about 20 minutes, or until the muffins are golden brown on top and a toothpick inserted into the center comes out clean.
Remove the muffins from the oven and let them cool in the tin for 5 minutes before transferring to a wire rack to cool completely. The aroma of spices will fill your kitchen.