Scala provides many features that simplify programming tasks compared to Java such as type inference, less verbose syntax, simpler definition of classes and collections, closures, pattern matching, implicit conversions, and concise concurrency constructs. However, Scala also has disadvantages like less mature tools compared to Java and lack of binary compatibility between major versions.