In this study, asymmetric polysulfone (PSf)/polyvinylidene fluoride (PVDF) coated membranes were prepared from PSf/NMP/NH4Cl and PVDF/NMP/NH4Cl system via phase inversion induced by immersion precipitation. Effect of stirring time and cast thickness on morphology, mechanical strength, and pure water permeability of the prepared membranes were systematically studied by scanning electron microscopy (SEM), tensile tester and dead-end filtration experiments. The results demonstrated that the elevation in the stirring time resulted in higher porosity and greater formation of smaller pore sizes, which attributed to higher Young's modulus and comparable pure water permeability. The casting with different thicknesses was done in this study. It was shown that pores on the membrane surface become larger in size with an increase of cast thicknesses. At the same time, the porosity of the membranes was gradually reduced. When the 7 hours stirring time and 0.4 mm cast thickness was used in preparation, the membranes exhibited the excellent pure water permeability. In general, PSfPVDF coated membranes have an increased thermal resistance as the stirring time and casting thickness increases. In addition, chemical resistance analysis results showed higher acid resistance and lower alkaline resistance of the prepared membranes. On the whole, adjusting stirring time and cast thicknesses is an effective approach to tailor the mechanical strength, performance, thermal and also chemical resistance of the formed PSf/PVDF coated membranes.