You should winterize your pool ladder or step. This way, it will last longer.
In the case of pool ladders, lift it off the pool with an extra person to make it easier. Make it lie on the side and remove the caps on the legs of the ladder. Lift it downwards and let the water drain. As for the steps, just step on its back edge and let the water slowly drain.