Nan Yunqi started his professional football career in 2011 when he was promoted to Chinese Super League side Dalian Shide.
[1] On 3 November 2012, he made his debut for Dalian Shide in the 2012 Chinese Super League against Guizhou Renhe, coming on as a substitute for Yan Xiangchuang in the 84th minute.
On 1 March 2013, he moved to China League One side Shenyang Shenbei on a one-year loan deal.
[3] On 5 March 2015, Nan was loaned to China League Two side Dalian Transcendence until 31 December 2015.
[6] In March 2018, Nan signed for China League Two side Nantong Zhiyun.