She is known for her roles in the television series Chinese Paladin 3 (2009), My Daughters (2011), Perfect Couple (2014), My Sunshine (2015), The Princess Weiyoung (2016), and Blossoms Shanghai (2023).

[7][8] In 2009, Tang rose to fame after starring in fantasy action drama Chinese Paladin 3, adapted from the video game of the same title.

[10] In 2010, Tang co-starred alongside Jay Chou in the Taiwanese science fiction television series Pandamen[11] and sang the theme song of the drama, "Love Attraction", composed especially for her character.

[21] In 2014, Tang reunited with Chinese Paladin 3 co-star Wallace Huo in Perfect Couple, a historical romantic comedy written by Tong Hua.

[23] The same year, she starred in the romance film For Love or Money as a flight attendant,[24] and won the Best Supporting Actress award for her performance.

[26] In January, she starred in modern romance drama My Sunshine alongside Wallace Chung, based on the novel He Yi Sheng Xiao Mo by Gu Man.

[28] She also starred in the period romance drama Lady & Liar alongside Hawick Lau, where she portrayed an acrobatics artist who transforms into a wealthy young mistress.

[30] In February, Tang starred alongside Li Yifeng in another period romance drama Legend of Fragrance as a perfumer.

[32] In June, Tang played the female lead A'ning in the popular tomb-raiding web drama The Lost Tomb, based on the novel Daomu Biji.

[44] In 2016, Tang starred in Korean-Chinese action film Bounty Hunters alongside Korean actor Lee Min-ho and Wallace Chung.

[45] She then starred in fantasy romance film A Chinese Odyssey Part Three directed by Jeffery Lau, playing the role of Zixia Fairy.