You always want the straps at or below the shoulders for RFing. If the next slot up from the one you're using is still below his shoulders, move them up. If the next slot up from the one you're using is above his shoulders, leave them.
What seat are you using? What is your son's height and weight?
ETA: You mentioned his weight already, so height.