Yes, any structure that contains water over 24 inches in depth is a private swimming pool and requires a permit. This includes in-ground, above-ground, and on-ground swimming pools, hot tubs, and spas. A fence enclosure or barrier at least 48 inches high is also required around all swimming pools.