His pickup landed on the hillside below Manor Drive.
Firefighters repelled down to the truck. The driver complained of head, back, and neck pain.
A highway patrol helicopter hoisted the driver from the cliff. Paramedics on the ground then transported the victim to a hospital.
Officers cited him for DUI after he was treated for minor injuries at a hospital.