Let U(n,Fq2) denote the subgroup of unitary matrices of the general linear group GL(n,Fq2) which fix a Hermitian form and let M≥2 be an integer. In earlier work, elements of the groups GL(n,Fq), Sp(2n,Fq), O±(2n,Fq) and O(2n+1,Fq) with an M-th root have been described. Here we will describe the M-th powers in unitary groups for the regular semisimple, semisimple and cyclic elements, under the assumption that M and q are coprime. We will further describe the generating functions in the corresponding cases.