The programming paradigm that focuses on the use of functions for task execution is called functional programming. In this paradigm, programs are constructed as a series of stateless functions that transform inputs into outputs, promoting cleaner and more efficient code. Functional programming encourages practices such as higher-order functions and recursion, emphasizing immutability and reducing side effects. Languages commonly associated with this paradigm include Haskell and Scala.