Like I posted on your other thread, a piggy friend might help. Also, the more you pick him up, the more he'll get used to it. Once he's figured out that nothing bad happens when he gets picked up, he'll be less scared.
Remember, until he learns otherwise, every new sound and experience is scary and he thinks he could be eaten at any time.