Credit unions, banks and other financial institutions pay interest on savings accounts. But the interest rates are low. Certificates of deposit pay higher returns. With a certificate of deposit, or CD, a person agrees not to withdraw the money for a certain period of time. This term could be anywhere from a few months to several years. Longer terms, and larger amounts, pay higher interest. People can withdraw their money early but they have to pay a penalty.