The scientist who developed the theory of evolution by natural selection is Charles Darwin. His seminal work, "On the Origin of Species," published in 1859, proposed that species evolve over time through a process where individuals with favorable traits are more likely to survive and reproduce, passing those traits to their offspring. Darwin’s observations during his voyage on the HMS Beagle helped shape this groundbreaking theory.