Situation awareness (SA) of human operators is significantly important for safe operation in nuclear power plants (NPPs). SA of human operators was empirically estimated using Bayesian inference. In this empirical study, the effect of attention and working memory to SA was considered. Complexcity of the given task and design of human machine interface (HMI) considerably affect SA of human operators.