In May, the weather in Milwaukee is typically warm. Average daily high temperature in May is about 16 degrees above zero. On average, Milwaukee has 14 rainy, 8 sunny, 7 partly cloudy, and 2 cloudy days in May. The rains are usually moderate. May as well as March, April, November, and December is considered the most uncomfortable time to visit Milwaukee.