South Yorkshire Police said a gun was fired twice at a 39-year-old man in Malton Street, Pitsmoor, in a targeted attack on Wednesday night.
The victim was unharmed in the incident.
He was shot at from a car, which was later found burnt out.
No arrests have yet been made.
Anyone with information should call South Yorkshire Police on 101 and quote incident 885 of September 25.