A magistrate judge is a judicial officer in the federal court system who assists district judges in their duties, primarily handling preliminary matters and certain types of cases. They play a crucial role in managing court procedures, including overseeing pretrial motions, conducting hearings, and facilitating settlements, thus helping to ensure that the judicial process operates smoothly and efficiently.