8 tablespoons (1 stick) unsalted butter, room temperature, plus more for pie plate
1 cup all-purpose flour (spooned and leveled), plus more for pie plate
1/2 teaspoon baking powder
1/2 teaspoon salt
3/4 cup sugar
3 large eggs
1/2 teaspoon pure almond extract
1 bag (12 ounces) frozen cherries, thawed and dried
1/2 cup sliced almonds
Preheat oven to 350 degrees. Butter and flour a 9-inch deep-dish pie plate (4-cup capacity); set aside. In a medium bowl, whisk together flour, baking powder, and salt; set aside.
Using an electric mixer, beat butter and sugar until light and fluffy. Add eggs one at a time, beating well after each addition. Beat in almond extract. With mixer on low, blend in flour mixture (do not overmix).
Transfer batter to prepared pie plate; scatter cherries and almonds on top. Bake until a toothpick inserted in center of cake comes out clean, 45 to 50 minutes. Let cool 10 minutes before serving.