We consider a discrete ultra-metric space (X, d) with a measure m and construct in a natural way a symmetric Markov semigroup {Pt}t≥0 in L2(X, m) and the corresponding Markov process {Xt}. We prove upper and lower bounds of its transition function and its Green function, give a criterion for the transience, and estimate its moments.