Hale earned her Ph.D. in pharmaceutical chemistry from the University of California, San Francisco (UCSF). She is an Adjunct Associate professor in Biopharmaceutical Sciences at UCSF, and an advisor to the World Health Organization (WHO).
Her past affiliations include the U.S. Food and Drug Administration's Center for Drug Evaluation and Research, and Genentech.