By submonolayer insertion of Au, Pt, or Pd into Ta / CoFeB / MgO / Ta heterostructures we tune the perpendicular magnetic anisotropy and the coercive field of the ferromagnetic layer. We demonstrate that this has a major influence on the spin Hall switching current density and its dependence on the external magnetic field. Despite a rather small effective spin Hall angle of θ SH ≈ −0.07, we obtain switching current densities as low as 2 × 10 10 A/m 2 with a 2 ˚ A Au interlayer. We find that the Dzyaloshinskii-Moriya interaction parameter D is reduced with Au or Pd interlayers, and the perpendicular anisotropy field is reduced by an order of magnitude with the Pd interlayer. The dependence of the switching current density on the current pulse width is quantitatively explained with a domain wall nucleation and propagation model. Interface engineering is thus found to be a suitable route to tailor the current-induced magnetization switching properties of magnetic heterostructures. The ability of spin-orbit torques, and in particular of the spin Hall effect 1-3 (SHE), to generate spin currents that can be used to manipulate the magnetization of an ultrathin magnetic film has triggered very active research of the spintronics community on this novel field. The spin current generated through the SHE in a heavy metal film creates effective fields in an adjacent magnetic film which can be strong enough to excite magnetization dynamics and even magnetization switching. 4 The pivotal quantity of the SHE is the spin Hall angle θ SH = j s /j describing the ratio of the spin current j s and the orthogonal charge current j. Large values of the spin Hall angle were reported for the systems Ta / CoFeB (θ SH = −0.12), Pt / Co (θ SH = 0.07) and β-W / CoFeB (θ SH = −0.4). 5-9 In recent works the role of the interfaces of the ferro-magnetic film was studied. 10-13 The interfaces are decisive for the perpendicular magnetic anisotropy, 10 interlayers between the heavy metal and the ferromagnet can significantly alter the spin transmission and thereby lead to a change of the observed spin Hall angle, 11,12 and ferromagnetic layers decorated with ultrathin C layers were shown to have significantly modified perpendicular magnetic anisotropy (PMA) and effective spin Hall angle. In the present work we study the influence of submono-layer noble metal films inserted between a Ta film and an ultrathin CoFeB layer with PMA. We demonstrate that the PMA and the coercive fields depend sensitively on the choice of interlayer material and that the switching current density is greatly reduced with respect to the reference system without an interlayer. Most remarkably, we find that despite the spin Hall angle of our Ta film is comparatively small, small switching current densities are observed, which we ascribe to the very low PMA or the small coercive field of the ferromagnetic layer with a noble metal interlayer. Thin films of the type Si substrate / SiO x 50 nm / Ta 6 nm / NM 0.2 nm / CoFeB 0.7 nm / MgO 1.7 nm / Ta 1.5 nm (noble metal NM = Pt, Pd,...