On February 13, 2021, President Joe Biden formally nominated Levine to be Assistant Secretary for Health. On March 24, 2021, she was confirmed by the Senate as Assistant Secretary for Health. She is one of only a few openly transgender government officials in the United States, and was the first to hold an office that requires Senate confirmation. She was sworn-in on March 26, 2021.