It happened around 3:00 p.m. at 41st Street and Girard Avenue in the city's Parkside section.
Police say a 35-year-old woman was pushing a 10-month-old baby in a stroller when they were hit by the Route 38 bus.
Both were taken to Hahnemann University Hospital for what are reported to be minor injuries.
The incident is under investigation.