The defender signed for the club in the summer from Linfield FC, playing for the Under-18s.
Villa believe that Moreland has a lot of talent and can be a future first team player.
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Academy manager Mark Harrison told club media: We are delighted to see Calum sign his first professional contract.
Calum joined us in the summer from Linfield and has also represented Northern Ireland at youth level. He is a left-sided center-back who has shown a great attitude and worked hard since he joined us.
It is now important he stays really focused on his development over the next few years."