So even if the lease says he just remove snow, it is up to him to decide what is a reasonable amount of time.
On private property? Sure is up to the owner, yup.

Even on public property (sidewalks), "reasonable time" does not mean "before people have to go to work". Rather, municipalities set the deadline for anywhere from 24 to 48 hours AFTER the snow stops falling.