Preheat oven to 350° (325° for glass dish).
In large mixer bowl, combine cake mix, oil and 1 egg.
Beat on medium speed until crumbly.
Press firmly on bottom of greased 13x9-inch baking pan.
In medium mixing bowl, combine sweetened condensed milk, remaining egg and extract; mix well.
Add 1 cup macaroon crumbs and almonds.
Spread evenly over prepared crust.
Sprinkle with remaining 1/2 cup crumbs.
Bake 30 to 35 minutes or until lightly browned.
Cut into bars.
Store loosely covered at room temperature.