I am early into my involvement in the job market for new PhDs as an academic, though I was involved for many years hiring as a central banker. The two activities differ in many respects. But the one that struck me is the risk incurred hiring a new PhD into a university economics department on account of not knowing how well they will make choices that affect the productivity of their research.