Gaulke is a surname. Notable people with the surname include:

Cheri Gaulke (born 1954), American artist Ellsworth K. Gaulke (1925–1993), American businessman, educator, and politician Hal Gaulke (1894–1971), American football player Maren Gaulke (born 1955), German herpetologist