Yet even with the recent slowdown, the five banks have made a record $9 billion in fees from arranging deals as private equity firms made an unprecedented volume of acquisitions.

They will now be stress-tested at scale with unprecedented volumes of data.

Data scientists hold the key to the problem created by the computer revolution: how to make sense of the unprecedented volumes of data generated daily.