We show that many infinite classes of permutations over finite fields can be constructed via translators with a large choice of parameters. We characterize some functions having linear translators, based on which several families of permutations are then derived. We give in several cases the compositional inverse of these permutations. The connection with complete permutations is also utilized to provide further infinite classes of permutations.