Preheat the oven to 350 degrees. Line a muffin pan with 12 parchment paper muffin liners.
In a large bowl, stir together the almond flour, sugar, baking powder and sea salt.
Distribute the batter evenly among the muffin cups. Bake for about 25 minutes, until the top is golden and an inserted toothpick comes out clean.