No, you do not. However, it is recommended. Brown University states that “medical and other health profession schools are looking for evidence that candidates for admission are making an informed choice and that they are altruistically oriented.”
Therefore, it would be beneficial for you to have some volunteer experiences in health care to reiterate your dedication to helping people and your desire to pursue medicine.