The fire was quickly put out.
There were no injuries. All 14 people on board were members of the test crew.
Emergency personnel met the aircraft as a precaution.
The plane belongs to aerospace company Pratt & Whitney.
Mirabel airport spokesman François Asselin says companies frequently test flights at Mirabel, and there are a couple dozen emergency landings at the airport each year.