Monarez was previously deputy director of the Advanced Research Projects Agency for Health, a research funding agency that describes itself as supporting “transformative biomedical and health breakthroughs.” She also previously held roles at the Department of Homeland Security and the White House in the Office of Science and Technology Policy.