Does an aircraft black box float?

No. It is not practicle to make it float as well. What if the black box float to other part of the ocean, it will be very difficult for the team to find out the actual location of the crashed aircraft. Black box's ULB (Underwater Locater Beacon) will emit ultrasound to trace its location.