We study the Whittaker space of GL n (O/( )) where ≥ 1, O is the ring of integers of a non-Archimedean local field and is a uniformizer of O. By using Gelfand criterion, we prove that the Whittaker space is multiplicity free for n = 2, 3. We also state a few related open questions.