Functions in Scala allow dividing programs into smaller, manageable pieces that perform specific tasks. Some key features of functions in Scala include local functions defined inside other functions, first-class functions that can be passed as arguments, partially applied functions, closures that close over variables from outer scopes, and repeated/variable length parameters indicated with an asterisk. Tail recursion makes recursive functions more efficient by ensuring the recursive call is the last operation.