Whitlock earned his medical degree from Drexel University College of Medicine and his doctorate in chemical and materials engineering from the University of Cincinnati College of Engineering. He completed his medical residency at Wake Forest University Health Sciences and fellowships in pediatric orthopaedic surgery at Children’s Hospital Los Angeles as well as the Maurice E. Muller Foundation of North America European Traveling Fellowship in Hip Reconstruction in Switzerland, Denmark and Italy.