July in Watertown is the sunniest and the warmest month of the year. In July, the weather in Watertown is typically warm. Average daily high temperature in July is about 27 degrees above zero. On average, Watertown has 21 sunny, 6 partly cloudy, and 4 rainy days in July. The rains are usually light.