Yb-doped ZnTe layers grown on GaAs substrates have been obtained using molecular beam epitaxy. A study of photoluminescence of ZnTe:Yb/GaAs structures is performed. It is demonstrated that Yb can be rendered optically active in ZnTe if it is incorporated in three-component complexes which consist of ytterbium, oxygen, and some of background impurities.