Yes! Unless you are under 25 yrs of age. Young drivers (20-24) must use a major credit card when picking up a rental car.
For drivers 25 yrs. and older, be sure your Debit Card shows the Visa or Mastercard logo on it. After obtaining a reservation, you can research more information online at your rental company’s site regarding credit and debit cards.