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 Alexander Phemister (1829-1894), Scottish punch cutter Bookman Old Style