We show that the conjugacy problem in a wreath product A ≀ B is uniform-TC 0 -Turingreducible to the conjugacy problem in the factors A and B and the power problem in B. If B is torsion free, the power problem for B can be replaced by the slightly weaker cyclic submonoid membership problem for B. Moreover, if A is abelian, the cyclic subgroup membership problem suffices, which itself is uniform-AC 0 -many-one-reducible to the conjugacy problem in A ≀ B.Furthermore, under certain natural conditions, we give a uniform TC 0 Turing reduction from the power problem in A ≀ B to the power problems of A and B. Together with our first result, this yields a uniform TC 0 solution to the conjugacy problem in iterated wreath products of abelian groups -and, by the Magnus embedding, also in free solvable groups.