Algorithm efficiency is crucial in programming as it directly affects performance and resource utilization of applications. Efficient algorithms optimize the time complexity and space complexity of operations, which is essential in applications where speed and memory are critical. In scenarios with large datasets or high-frequency transactions, inefficient algorithms can slow processing or lead to excessive resource consumption. Therefore, developing efficient algorithms is vital for building scalable and responsive systems, ultimately influencing the user experience.