As long as you can run it on a single machine, it's not "Big Data". Your example problem is completely inappropriate to demonstrate anything about it.

Big Data means that the problem sizes are so big that distributing the processing is not an optimization but a fundamental requirement. And functional programming makes it much easier to write correct and efficient distributed code due to immutable data structures and statelessness.