I store mine like that all the time, a Husky 16k slider. It's easy to pull the pins and lift off. When replacing, I get it close then drop it on the truck bed, pull away and then get the hitch lined up and installed. I have a padlock for a keeper, don't want anybody messing with it, whether it is hitched up or not.