Season salmon with salt and pepper. Place the fish skin down on a lightly greased baking sheet. Bake for about 12 to 15 minutes.
In a small bowl, combine shallot, vinegar and season it with a pinch of salt. Let it marinate for 15 minutes. Add the almonds, capers, parsley and drizzle with olive oil. Season with salt and pepper.
Arrange the salmon on a plate and top with the almond mixture.