According to Netease News, Guo Kai once worked for the International Monetary Fund, and as of August 7, 2023, he worked for the People's Bank of China to study the economy of China and emerging market countries. He studied in Peking University Institute of Electronics, China Center for Economic Research of Peking University and Harvard University, focusing on China and emerging market countries, majoring in international finance and China economy.