Wooller is a surname. Notable people with the surname include:
Robert Wooller (1817–?), English cricketer
Wilf Wooller (1912–1997), Welsh cricketer and rugby player
Fred Wooller (born 1938), Australian rules footballer
Jeff Wooller (born 1940), English accountant
Geraldine Wooller (born 1941), Australian novelist
Lukas Wooller, English musician with Maxïmo Park