The father was treated and released.
Cochrane RCMP, paramedics and Kananaskis Emergency Services were called to the scene just before 1 p.m.
The terrain in the area required first responders to use a long line to reach the father and son.
Both were wearing helmets and speed and alcohol are not believed to be factors.
RCMP and a Calgary medical examiner are investigating.