Zhavoronkov is a Russian surname. People with the surname include:

Alex Zhavoronkov (fl. 2010s–2020s), CEO of Insilico Medicine Semyon Zhavoronkov (1899–1967), Soviet naval officer Sergey Zhavoronkov (fl. 2010s), deputy of the Democratic Choice political party of Russia

See also Zhavoronkovo, a rural locality in Russia