Elemental lead is effectively inert in nature. All the hand wringing you hear about is concerning organic lead compounds. They still dig up Minnie Ball bullets from Civil War battlefields that are full weight 150 years later.
A layer of oxide forms that bonds to the lead and seals it from any further corrosion.