Though it is not in the spell’s description, typically magical forces are visible unless stated otherwise. So yes, it might be visible. It is up to the DM how to interpret this; it could be a shimmer, or a glowing light wrapped around the target’s body. Or, the DM could rule out that it is invisible. It is entirely up to your DM.