Scala is a statically typed programming language that integrates object-oriented and functional programming concepts while running on JVM. It features interoperability with Java, reduces boilerplate code through type inference, and supports various programming constructs such as loops and pattern matching. Scala collections are rich, distinguishing between mutable and immutable types, offering a flexible approach to data management and organization.