If they’re properly fitted and tightened to your body, you shouldn’t experience soreness. If the backpack has a hip strap, the backpack can be suspended slightly to take the weight off the shoulders.
However, if the backpack is heavily packed or the straps are too loose or too tight, you may experience some strain after a long journey.