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Purpose: The primary objective was to inventory what is currently known about faculty development (FD) for competency-based medical educations (CBME) and identify gaps in the literature. Methods: A scoping review methodology was employed. Inclusion criteria for article selection were established with two reviewers completing a full-text analysis. Quality checks were included, along with iterative consultation on data collection and consensus decision making via a grounded theory approach. Results: The review identified 19 articles published between 2009 and 2018. Most articles (N = 15) offered suggestions as to what should happen with FD in CBME, but few (N = 4) adopted an experimental design. Six main themes were identified with three main features of FD noted across themes: (1) The importance of direct and timely feedback to faculty members on their teaching and assessment skills. (2) The role of establishing shared mental models for CBME curricula. (3) That FD is thought of longitudinally, not as a one-time bolus. Conclusion: This work illustrates that there is limited, high quality research in FD for CBME. Future FD activities should consider employing a longitudinal and multi-modal program format that includes feedback for the faculty participants on their teaching and assessments skills, including the development of faculty coaching skills. [ABSTRACT FROM AUTHOR]