(1) Background: The Master of Clinical Science program (MClSc) in Advanced Healthcare Practice at (University) introduced a new “Interprofessional Pain Management” (IPM) field in September 2019. The purpose of this study is to inquire into the following research question: What are MClSc Interprofessional Pain Management students’ lived experiences of participating in pain management education? (2) This study followed an interpretivist research design. The text that was considered central to descriptions of the lived experience of participating in the IPM program was highlighted and organized into a spreadsheet and then sorted into themes. (3) Results: Five themes in regard to the lived experiences of participating in the first cohort of the MClSc IPM program were identified: Reflection on Stagnation in Professional Disciplines; Meaning Making Through Dialogue with Like-Minded Learners; Challenging Ideas and Critical Thinking at Play; Interprofessionalism as Part of Ideal Practice; and Becoming a Competent Person-Centred Partner in Pain Care. (4) Conclusions: This program offers a unique approach to learning while creating an online platform to work, collaborate, and challenge like-minded experts in the field of pain. In doing this research, we hope that more practitioners will work towards the goal of becoming competent, person-centered pain care providers.