The Scala Programming Language was presented with the goals of creating a language that better supports component software and unifies object-oriented and functional programming. Scala is statically typed and supports both object-oriented and functional programming paradigms through features like traits, views, and variance annotations. It also aims to improve on concepts from Java and other languages through ideas like mixins and compound types.