College English teachers’ job burnout has become prominent in the field of education. Using China National Knowledge Infrastructure (CNKI) database, this review research on burnout of college English language teachers in China from 2006 to 2021. The review demonstrates key research areas including teacher burnout severity and influencing variables related to teacher burnout. Individual factors, such as age, gender, marital status, educational background, professional title, and years of teaching experience are associated with burnout rates. University type and level, teaching-related role overload, scientific research stress induced by promotion, limited job autonomy, a stern hierarchical organizational system, and opaque operating rules are influencing factors discussed. Possible ways to reduce burnout across micro, meso, and macro-levels, along with practical implications and limitations are discussed.