Peerson is a surname. Notable people with the surname include:
- Cleng Peerson (1783–1865), Norwegian-American pioneer
- Jack Peerson (1910–1966), American baseball player
- Martin Peerson (1570s–1650s), English musician and composer
Peerson is a surname. Notable people with the surname include: