Scala is a multi-paradigm programming language that runs on the Java Virtual Machine. It integrates features of object-oriented and functional programming languages. Some key features of Scala include: supporting both object-oriented and functional programming, providing improvements over Java in areas like syntax, generics, and collections, and introducing new features like pattern matching, traits, and implicit conversions.