Scala is particularly well-suited for big data applications due to its efficient handling of large datasets and real-time data processing. Frameworks like Apache Spark are built using Scala, providing powerful tools for distributed data processing. The functional programming features of Scala, such as immutability and lazy evaluation, help in optimizing performance and ensuring data integrity in big data operations.