The Secretary Problem. Optimal Stopping Strategy. Hire the absolute best candidate. You cannot go back. The mathematically optimal strategy (The 37% Rule) is to reject the first 37% (1/e) of candidates to establish a baseline. Then, choose the very next candidate who is better than everyone you saw in that baseline group. This maximizes your odds of picking the single best candidate.