Wang Wei started his professional football career in 2009 when he was promoted to China League Two side Beijing Baxy's first team squad.
[1] He transferred to China League One side Qingdao Jonoon in February 2014 after a successful trial.
On 28 February 2017, Wang transferred to Chinese Super League side Shanghai Greenland Shenhua following Qingdao Jonoon's relegation.
[5] He made his debut on 3 April 2018 in the fifth group stage match of 2018 AFC Champions League against Kashima Antlers with a 2–2 home draw.
[8] On 28 February 2020 he joined newly promoted Qingdao Huanghai on loan for the start of the 2020 Chinese Super League.