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

Derrick and Patrice Jelliffe (1921–1992 and 1920–2007), authors and researchers of pediatric issues, notably infant formula Rick Jelliffe (born 1960), Australian computer programmer and promoter of the Microsoft Office Open XML document format Smith Ely Jelliffe (1866–1945), American neurologist and psychiatrist