Scala is a statically typed programming language for the Java Virtual Machine that aims to be concise, object-oriented, and functional. Some key features of Scala include type inference, pattern matching, actors for concurrency, and compiling to Java bytecode. Scala improves on Java by handling null values safely by default and providing more concise syntax for working with collections, XML, and other common tasks. Scala is growing in popularity as a potential successor to Java due to its interoperability while improving on Java in several ways.