Algorithms play a crucial role in programming as they are step-by-step procedures or formulas for solving problems. They provide a clear set of instructions for the computer to perform specific tasks efficiently. Algorithms help programmers identify the most optimal way to solve a problem and improve the performance of the program. Additionally, algorithms are essential for tasks such as sorting data, searching for information, and optimizing processes in software development.