We develop a nonparametric Bayesian functional estimation method, using monotone wavelet approximation, for hazard estimation from randomly right censored data. The proposed methodology is compared with that of Arjas and Gasbarra (1994) and Antoniadis et al. (1999) in a simulation study and with real data.