Swirbul (Latvian: Zvirbulis) is a surname. Notable people with the surname include:

• Jake Swirbul (1898–1960), American aviation pioneer and co-founder of Grumman Aircraft Engineering Corporation
• Hailey Swirbul (born 1998), American cross-country skier
• Keegan Swirbul (born 1995), American cyclist