There's profundity in what a plumber may find (5)
I believe the answer is:
depth
But I can't explain it at all! Could you help me understand?
(Other definitions for depth that I've seen before include "Profoundness" , "sometimes leading to charge for sailors at war?" , "Measurement from front to back" , "Distance from top down as in water" , "Military life; vulgarly artificial" .)