Pooler is a surname. Notable people with the surname include:
Frank Pooler (Wisconsin politician) (1847–1900), American businessman and politician Frank Pooler (1926–2013), American choirmaster Lewis Pooler (1858–1924), Anglican priest Marie Pooler (1928-2013), American composer Lolita Huning Pooler (1889–1966), American educator, folklorist Rosemary S. Pooler (born 1938), American judge