A method is presented to evaluate the particle-phonon coupling (PC) corrections to the single-particle energies (SPEs) in semi-magic nuclei. In such nuclei always there is a collective low-lying 2 + phonon, and a strong mixture of single-particle and particle-phonon states often occurs. As in magic nuclei, the so-called g 2 L approximation, where gL is the vertex of the L-phonon creation, can be used for finding the PC correction δΣ PC (ε) to the initial mass operator Σ0. In addition to the usual pole diagram, the phonon "tadpole" diagram is also taken into account. In semi-magic nuclei, the perturbation theory in δΣ PC (ε) with respect to Σ0 is often invalid for finding the PC corrected SPEs. Instead, the Dyson equation with the mass operator Σ(ε)=Σ0+δΣ PC (ε) is solved directly, without any use of the perturbation theory. Results for a chain of semi-magic Pb isotopes are presented. 21.65.+f; 26.60.+c; 97.60.Jd Last decade, there was a revival of the interest within different self-consistent nuclear approaches to study the particle-phonon coupling (PC) effects in the singleparticle energies (SPEs) of magic nuclei. We cite here such studies within the relativistic mean-field theory [1], within the Skyrme-Hartree-Fock method [2,3,4] and on the basis of the self-consistent theory of finite Fermi systems (TFFS) [5]. The Fayans energy density functional (EDF) was used in the last case to find the self-consistent basis. In all the references cited above double-magic nuclei were considered. There are several reasons for such choice. First, these nuclei are nonsuperfluid which simplifies the theoretical analysis. Second, the so-called g 2 L approximation is, as a rule, valid in magic nuclei, g L being the vertex of the L-phonon creation. Moreover, the perturbation theory in terms of the PC correction to the mass operator ia also applicable, which makes evaluation of PC corrected SPEs rather simple. At last, there is a lot of experimental data on SPEs in these nuclei [6].In this work, we extend the field of this problem to semi-magic nuclei. Unfortunately, the experimental data on the SPEs in semi-magic nuclei are rather scarce. Indeed, the single-particle spectroscopic factor S of an excited state under consideration should be known. In addition, its value should be rather large, in order that one can interpret this state as a single-particle one. Extraction of the spectroscopic factors from the reaction 1) e-mail: Sapershtein EE@nrcki.ru data is a complicated theoretical problem, therefore the list of known spectroscopic factors is rather limited. However, the PC corrections to the SPEs are necessary not only by themselves, they are also usually important ingredients of the procedure of finding PC corrections to other nuclear characteristics, e.g., magnetic moments and M 1 transitions in odd nuclei [7,8,9]. PC corrections to the double odd-even mass differences found in the approach starting from the free N N potential [10,11] is another example where the PC corrections to SPEs are of primary importance.A semi-mag...