The design of cantilever retaining wall pile foundation involves determining the necessary size and arrangement of piles to support the retaining wall. It requires considering factors like soil properties, water conditions, and structural stability. Engineers typically use geotechnical and structural analysis methods to ensure the integrity and safety of the retaining wall.