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Faculty in the science, technology, engineering, and mathematics (STEM) disciplines face intensifying pressures in the 21st century, including multiple roles as educator, researcher, and entrepreneur. In addition to continuously increasing teaching and service expectations, faculty are engaged in substantive research that requires securing external funding, mentoring other faculty and graduate students, and disseminating this work in a broad range of scholarly outlets. Societal needs of their expertise include discovery, innovation, and workforce development. It is critical to provide STEM faculty with the professional development to support their complex roles and to base this development on evidence derived from research. This edited handbook provides STEM stakeholders with an opportunity to share studies and/or experiences that explore STEM faculty development (FD) in higher education settings. More specifically, we include work that examines faculty development planning, techniques/models, experiences, and outcomes focused on supporting the teaching, research, service, and leadership responsibilities of STEM faculty. The Handbook is suited for researchers and practitioners in STEM, STEM Education, Mathematics, Science, Technology, and Engineering disciplines. It is also suited towards faculty developers, higher education administrators, funding agencies, industry leaders, and the STEM community at large. The aim for this handbook was to examine the multifaceted demands of faculty roles, and together with members of the STEM education community, envision pathways through which universities and individuals may support STEM colleagues, regardless of their experience or rank, to enjoy long and satisfying careers. Our hope is for these chapters to aid readers in deep reflection on challenges faculty face, to contemplate adaptations of models presented, and to draw inspiration for creating or engaging in new professional development programs. Chapters across this handbook highlight a variety of institutional contexts from 2-year technical colleges, to teaching-focused institutions, in addition to research-centric settings. Some chapters focus primarily on teaching and learning practices and offer models for improving STEM instruction. Others focus on barriers that emerge for STEM faculty when trying to engage in development experiences. There are chapters that examine tenure structures in relation to faculty development and how STEM FD efforts could support research endeavors. Mentorship and leadership models are also addressed along with a focus on equity issues that permeate higher education and impact STEM FD. It is our sincere hope that this Handbook sparks increased discourse and continued explorations related to STEM FD, and in particular, the intentional focus of faculty development initiatives to extend to the many facets of academic life.