I think if this is a consistent problem, you may want to look at your diet, and have your doctor take a look at it as well.
I think elevated levels of phosphorus in the blood can result in being itchy.
Are you on a low fat diet?
For more of an immediate solution, I really like hemp or coconut butters when my skin has been dry.