Derek Bailey may refer to:

Derek Bailey (guitarist) (1930–2005), English avant-garde guitarist Derek Bailey (tribal chairman) (1972–2021), Native American tribal chairman and US Congressional candidate

See also Derrick Bailey (1918–2009), Second World War pilot, cricketer and businessman Derrick Sherwin Bailey (1910–1984), English theologian