He made the announcement on the social media site, which he purchased last year for $44 billion (£35.2 billion).
Mr Musk did not name the site’s new leader, but stated that “she” will begin in six weeks, after which he would become executive chairman and chief technology officer.
He has been under pressure to appoint someone else to head the company so that he can focus on his other ventures.