  In this perspective I give my answer to the question of how quantum computing
will impact on data-intensive applications in engineering and science. I focus
on quantum Monte Carlo integration as a likely source of (relatively) near-term
quantum advantage, but also discuss some other ideas that have garnered
wide-spread interest.
