Goldblatt was Research Professor of Chinese at the University of Notre Dame from 2002 to 2011, and is a prolific translator of modern Chinese fiction, renowned for his translations of the Nobel Laureate Mo Yan, among others. He is the founding editor of the periodical Modern Chinese Literature.