This paper explores how contemporary discussions of conceptual engineering can benefit from Richard Rorty's approach by outlining Rortian conceptual engineering. Three perspectives on Rortian conceptual engineering are discussed. First, Rortian conceptual engineering represents a form of radical conceptual engineering that dismisses the role of folk intuitions and views philosophical progress as the replacement of old problems with new ones. More specifically, Rortian conceptual engineering sees conceptual revolution as a process in which new metaphors replace old literal meanings. Second, Rorty's metaphilosophical distinction between epistemological and conversational philosophy is more profound than the distinctions between conceptual analysis and conceptual engineering, or between functional and nonfunctional approaches, thus enhancing our understanding of two types of contemporary conceptual engineering: epistemological and conversational. Third, Rorty argues that choosing concepts should take into account not only the competing concepts but also the conceptual schemes in which these concepts are situated.