In May, the weather in Burnie is typically warm. Average daily high temperature in May is about 13 degrees above zero. On average, Burnie has 12 rainy, 10 sunny, 5 partly cloudy, and 4 cloudy days in May. The rains are usually heavy. May as well as June, July, August, and September is considered the most uncomfortable time to visit Burnie.