This article deals with the problem of the E-Bayesian and hierarchical Bayesian estimation of risk premium when the claim sizes of single risks coming from the exponential distribution. E-Bayesian and hierarchical Bayesian estimates of premium are derived and their performances are investigated using a simulation study. Finally, air insurance data is analyzed for illustrating the results.