The exclusion of Blacks/African-Americans, Latinx/Hispanics, and Indigenous people from science has resulted in their underrepresentation in the biomedical workforce, especially in academia. Faculty diversity at academic institutions is unacceptably low (<6%) and has remained unchanged in the past 20 years. Despite low representation, faculty of color are disproportionately tasked with service to enhance diversity and inclusion of the academy, often to the detriment of their research and academic success. This essay offers a perspective on the undue burden of service placed on underrepresented faculty to achieve institutional diversity and inclusion. I reflect on the challenges that faculty of color face trying to maintain a competitive research program while serving the needs of the academy, often in a capacity greater than that of their well-represented peers. I also discuss opportunities for faculty of color to leverage related diversity and inclusion work to boost their career progression and academic advancement.