The current work represents the numerical analysis of heat transfer between single and three inline circular jets impinging on an orthogonally flat moving surface. The analysis is carried out at different surface-to-jet velocity ratios (r) = 0.25,0.50,0.75, 1.0 and 2.0 and three jet-to-jet spacing (s) = 2D,4D and 6D for multiple jets. All cases have been performed at the jet-to-surface distance (H) = 6D and Reynolds number = 26000 where D is a jet diameter. The SST-k-ε turbulence model is used for solving turbulent flow problem. The influence of surface velocity on heat transfer as well as flow field over the surface has been analyzed. The results show that localized Nusselt number varies with velocity ratio and stagnation values of Nusselt number lower with velocity ratios. For single jet, spanwise heat transfer of surface dominated by the surface motion for r > 0.75, and the associated flow field also modify with surface motion. For multiple jets, jet-to-jet spacing has an influence in secondary peak in Nusselt number between neighboring jets at low values of velocity ratio. For a single jet, the average Nusselt number remains almost constant for 0 ≤ r ≤ 0.75 and then increases drastically after r > 0.75 but for multiple jets, it increases smoothly with r. Skin friction coefficient distribution at the symmetry line of the target surface is uniform on both sides of the stagnation point and it becomes more uneven with increasing velocity ratio (r).