In January, the weather in Scottsbluff is typically cold. Average daily high temperature in January is about 2 degrees above zero. On average, Scottsbluff has 14 sunny, 14 partly cloudy, 2 rainy, and 1 cloudy day in January. The rains are usually light. January as well as February and December is considered the most uncomfortable time to visit Scottsbluff.