Clarke's first acting role was in the 2003 television film My House in Umbria, for which she won the Young Artist Award for Best Performance in a TV Movie, Miniseries, or Special – Supporting Young Actress in 2004. Beginning with the season three episode "Mr. Monk and the Red Herring", Clarke had a recurring role on the TV series Monk as Julie Teeger, the daughter of Adrian Monk's second assistant Natalie. She also had a role in Fur, a film released on November 10, 2006.