In case your back hurts after major lifting or other physical exertion, look at naproxen (Aleve). This NSAID differs from pain relievers like ibuprofen and aspirin in that it will require for a longer period to operate, but its pain-relieving result lasts for a longer period, which makes it the better choice for further aches and pains, claims Dr.