Phemister is a surname. Notable people with the surname include:
- Dallas B. Phemister (1882–1951), American surgeon and researcher
- Phemister graft, a type of bone graft
- James Phemister (1893–1986), Scottish geologist
- Thomas Phemister (1902–1982), Scottish geologist