grammar - Is the sentence "There is a large number of labourers who want to migrate to Japan for work." correct?

There is a large number of labourers who want to migrate to Japan for work.

I type this sentence in a word processor, and it reports an error that "is" should be "are" (subject-verb agreement).

I doubt this is a valid error. Could anyone confirm this?