Stierlin is a surname. Notable people with the surname include:
- Helm Stierlin (1926–2021), German psychiatrist, psychoanalyst, and systemic family therapist
- Henri Stierlin (1928–2022), Swiss journalist and writer
- Niclas Stierlin (born 2000), German footballer