During midday:

• Blue light is scattered the most in all directions by the tiny particles in the atmosphere. 
• Thus, the sky looks blue during midday.

During sunset:

• The sun is at the horizon
• Red and orange light are less scattered and will go through the atmosphere to reach our eyes.
• Other coloured lights such as blue light are scattered away.
• Thus, the sky looks reddish during sunset.