Victor Bailey may refer to:

Victor Albert Bailey (1895–1964), British-Australian physicist Victor Bailey (American football) (born 1970), former American football player

Victor Bailey (musician) (1960–2016), American bass guitar player Victor Bailey Jr. (born 1998), American basketball player