The transdisciplinary engineering project aims to transform the practice of engineering for more social benefit, and be agenda driven. For this to work, a key community of non-engineering actors needs to be effectively engaged: those working in public policy. Through data gathered for a project exploring interested in a career development scheme for policy officials offered by the UK’s Royal Academy of Engineering, we explore the opportunities and barriers to better engagement between engineering and this community. An explorative online survey with policy actors gathered views on the importance of (non-transdisciplinary) engineering to policy in different policy settings. While those who regard technical expertise as crucial to their policy are keen to engage with engineering, others find it more difficult to engage. We suggest this is down to three factors: narrowness in what ‘engineering’ is (so a failure to understand the ability to apply engineering concepts, e.g. systems thinking, in a variety of areas); organisational arrangements that split policy practice that might more readily connect to engineering from those who do policy design; policy analysis rooted in standard microeconomic forms of analysis. We suggest ways in which these issues might be addressed through education and research to enable the effective deployment of transdisciplinary engineering practice.