It would take many, many years to rust to the point that the rust is a structural concern. FWIW, if this is a bike that you lock outside in the city regularly, a rusty frame can encourage potential thieves to pass it by for more lucrative pickings.
__________________
Knows the weight of my bike to the nearest 10 pounds.