Preheat the oven to 350 degrees.
Combine the cake mix, eggs, vegetable oil, and chocolate chips and mix well.
Scoop the mixture into 1 1/2 inch balls and place 2 inches apart on a cookie sheet.
Press sprinkles on top of the cookies and bake for 10 minutes.
Allow to cool on baking sheet for 2 minutes then transfer to a wire rack.