The scientist who proposed the theory of evolution by natural selection is Charles Darwin. His groundbreaking work, particularly in his book "On the Origin of Species," introduced the concept that species evolve over time through the process of natural selection, where the most suited organisms survive and reproduce. This theory revolutionized the way we understand biological diversity and the mechanisms of evolution in the natural world.