In a large bowl, beat butter with an electric mixer on medium to high speed for 30 seconds. Add brown sugar and baking powder. Beat until combined, scraping side of bowl occasionally. Beat in egg and almond extract until combined. Beat in as much of the flour as you can with the mixer. Using a wooden spoon, stir in any remaining flour, the oats, and almonds.