Multi-material joining of aluminium to steel is mainly restricted due to their different thermo-physical properties, melting temperatures, low solubility and in particular, formation of brittle intermetallic phase layer at the joint interface. Various joining processes have been attempted to join aluminium and steel sheets with an aim to reduce the growth of phase layer by precise control of heat input. However, laser beam and arc based joining processes are popular among other joining processes due to their strict control of heat input with regulative metal transfer and flexibility to join intricate shapes. A critical survey in joining aluminium to steel sheets by laser beam and arc based joining processes are presented in the present work. The influence of various joining parameters such as heat input, filler wire types on the growth of intermetallic phase layer thickness and corresponding joint strength are analysed and reported subsequently.