Losing weight will help to reduce any tension in the back and posture, which can lead to postural improvement (among other bonuses). Obviously, this is not a direct correlation since being overweight can cause wear on joints, ligaments, muscles, and other tissues around the back too. Losing weight does not always guarantee less pain in your lower back, but it's sure worth a shot.