Demirci (Turkish pronunciation: [demiɾdʒi]) is a Turkish surname meaning "blacksmith". Notable people with the surname include:
- Muhammed Demirci (born 1995), Turkish footballer
- Tan Tolga Demirci (born 1974), Turkish director and writer
- Utkan Demirci (born c. 1977), Turkish scientist