I would just say that it gets harder and harder to clear a car the longer the snow has sat on it, thawing and icing and thawing and icing. My personal rec to you would be to clear it within 6-8 hours of the snowfall.

the people above are correct on their perception of the 'snowbird' rule in effect in Somerville.