The Terminal Car Park 2 suffered a "significant structural collapse", Bedfordshire Fire Service says.
Up to 1,200 vehicles may have been in the car park and subsequently damaged, the fire service said.
Four firefighters and a member of airport staff were taken to hospital for smoke inhalation.