The Australian social work accrediting body has set diversity as an agenda for education and practice. Universities and the social work field have also attempted to adhere to principles of diversity. However, despite progressive approaches and improvement, diversity has been challenged by the whiteness of Australian social work and the neoliberal agenda across both workplaces and universities. The dominant narrative of Australian social work still reflects Western values, power and privileges. This article argues that embracing diversity in social work education needs the ongoing adoption of critical pedagogy, including critical theories, and maintaining inclusiveness for diverse students. Social work practice settings also need progressive approaches to include diverse groups of marginalised people, a commitment to diversity and support for social workers to develop cultural competency and humility. Transnational relationships within different countries and nations can help social work move from ethnocentrism to multiculturalism.