A residency program in oncology is a specialized training program for medical graduates who wish to become oncologists. These programs provide in-depth knowledge and hands-on experience in diagnosing, treating, and managing various types of cancer, including solid tumors and hematologic malignancies. The programs typically last 3-5 years and include rotations in different sub-specialties, such as medical oncology, radiation oncology, and surgical oncology.