Should “data” be treated as a singular or a plural?

While technically datum is singular and data is plural, usage seems to be changing, with data now more often treated as a singular collective noun:
https://motherboard.vice.com/en_us/article/594aj8/its-time-to-end-the-data-is-vs-data-are-debate