Everyone will tell you (and with good reason) that you want to live on the West Side, or that part of Worcester bounded by Salisbury, Park, and Chandler going north and west of the city.
Also, you'll find the Burncoat to be a very nice neighborhood, though more remote. Burncoat is the neighborhood clustered around Burncoat Street to the north of I-290.