The paper deals with the estimation problem of the actuarial present value of the deferred life annuity. The nonpara-metric estimator of the deferred life annuity was constructed. We found the principal term of the asymptotic mean squared error (MSE) of the proposed estimator and proved its asymptotic normality. The simulations show that the empirical MSE of the annuity estimator decreases when the sample size increases.