In November, the weather in Watertown is typically cold. Average daily high temperature in November is about 5 degrees above zero. On average, Watertown has 11 partly cloudy, 8 sunny, 8 cloudy, 2 snowy, and 1 rainy day in November. The snowfalls are usually light. November as well as March and April is considered the most uncomfortable time to visit Watertown.