Thanks for your question. In short—yes they can!
The Prime Minister is the leader of the Australian Government and the leader of the nation. By tradition, the Prime Minister is a member of the House of Representatives who leads the parliamentary party, or coalition of parties, with the support of the majority of members in the House.
Find out more about the Prime Minister with this fact sheet.