Font weight refers to the thickness of the characters in a typeface, ranging from thin to extra bold, and is crucial for establishing visual hierarchy and emphasis in design. It is typically specified in CSS using numeric values or keywords, allowing designers to adjust text appearance to enhance readability and aesthetic appeal.