Several equivalent formulations are given for equivariant coarse embedding into Hilbert space. Using these equivalent definitions, it is proved that for a metric space X and a Hilbert space H with proper and isometric group actions on both of them, if X is coarsely embeddable into H and the group is amenable, then the coarse embedding can be modified to be equivariant by using the invariant mean property of the amenable group.