A Medical Oncologist job involves diagnosing and treating cancer using medications like chemotherapy, immunotherapy, and targeted therapy, focusing on patient care from diagnosis through survivorship, managing side effects, collaborating with multidisciplinary teams, and staying current with research to provide personalized treatment plans and improve quality of life.