JUnit is first of all an automation and test monitor framework. Meaning: you can use it to drive all kinds of @Test methods.
From an conceptual point, the definition of unit tests is pretty vague; if you follow wikipedia, "everything you do to test something" can be seen as unit test. Following that perspective, of course, you can "unit test" batch code that runs on a batch framework.
But: most people think that "true", "helpful" unit tests do not require the presence of any external thing. Such tests can be run "locally" at build time. No need for servers, file systems, networking, ...
Keeping that in mind, I think there are two things you can work with:
- You can use JUnit to drive "integration" or "functional tests". Meaning: you can define test suites that do the "full thing" - define batches, have them processed to check for expected results in the end. As said, that would be integration tests that make sure the end-to-end flow works as expected.
- You look into"normal" JUnit unit-testing. Meaning: you focus on those aspects in your code that are "un-related" to the batch framework (in other words: look out for POJOs) and unit-test those. Locally; maybe with mocking frameworks; without relying on a real batch service running your code.