The design of poster colors involves understanding color theory, which includes color harmony, contrast, and the emotional impact of colors. It's crucial for conveying the message and attracting viewers. Common color schemes include monochromatic, complementary, analogous, and split-complementary. The choice of colors depends on the poster's content and target audience.