Preheat oven to 350°.
Mix oil and sugar until well blended. Add eggs and vanilla; stir just until blended.
Mix all dry ingredients in a separate bowl. Stir dry ingredients into the oil/sugar mixture.
Pour into greased 9 x 9 square pan. Bake for 20 minutes or until sides just start to pull away from the pan.
Cool completely before cutting.