University scientists were surveyed about their views on communicating science to the public. While many scientists see the value in public outreach, they have concerns about the amount of time and effort required and their own communication skills. Additionally, few see public outreach as important for their career advancement despite national funding agencies emphasizing the importance of broader impacts of research. More needs to be done to encourage scientists to participate in science communication and ensure it benefits their careers.