Objective The growth of psychedelic medicine creates new challenges in psychiatric education as physicians may soon be responsible for prescribing a number of psychedelic interventions. Despite this growing need for educated providers, very little is known about the training psychiatry residents receive in psychedelic medicine. We conducted a survey to determine the current educational opportunities as well as the priorities and concerns held by training directors about this emerging field. Methods We emailed an online survey to US psychiatry residency training directors. Respondents answered questions about current offerings in psychedelic medicine, as well as their interest, priorities, and concerns about curricular materials and their delivery. Results Sixty-one programs responded to our survey. The majority of respondents (64%) favored devoting additional time to psychedelic education, but many endorsed concerns about the dearth of educational materials (54%) and limited availability of faculty to deliver content (46%). The majority of programs (94%) expressed some interest in implementing a standardized curriculum in psychedelic medicine. Conclusion Training directors recognized that their current curricular materials are limited, and they appeared interested in additional support to meet the upcoming demand in psychedelic education. Further research can inform curriculum development and implementation of psychedelic education in residency training.