The Best Hire I Ever Made Looked Wrong on Paper

A while back I wrote about the hire I regret — the one who looked perfect on paper and was wrong in every way that mattered. People liked it. But it was only half the lesson. Here's the other half: the best hire I ever made looked wrong on paper.

Wrong school. A gap in the CV nobody could quite explain. A background that didn't match the role on any checklist a recruiter would run. On a scorecard, this person doesn't make the first cut. We almost didn't talk to them.

And they turned out to be one of the best decisions I've made — not despite the things that made them look risky, but partly because of them.

This took me years to understand, and credit is what finally explained it. Hiring is underwriting. You're extending a bet on a person's future performance from limited, backward-looking information. A résumé is a financial statement: useful, but it tells you what already happened, formatted to look as good as possible. The best underwriters learn that the statement is where you start, not where you decide. The signal that actually predicts the future is usually somewhere the statement can't show.

Here's what I've learned to look for once the paper looks “wrong”:

The gap is often where the growth is

A non-linear path — the career change, the two years that don't fit, the detour — frequently means someone who had to adapt, start over, and prove themselves without a safety net. That isn't a red flag. It's a track record of resilience a clean, linear CV can't demonstrate.

People who had to fight for it try harder than people who were handed it

The candidate from the wrong school, the unfashionable company, the overlooked background has usually spent a career being underestimated. They know how to outwork a credential. The polished candidate often never had to.

What you can't fake is how someone thinks, not what they've done

In the room, the “wrong on paper” person often asks the sharper question, owns the awkward truth, shows the judgment the résumé had no column for. That was the thing I was actually hiring — and I almost screened it out because the format had no box for it.

None of this means ignore the paper. Underwriting without data is just hoping. It means remember what the paper is — a lossy summary of the past — and don't mistake it for the person. The risk you can see on a CV is already priced in by everyone. The value nobody else can see is where the real returns are: in a loan book, and in a team.

The best hire I ever made would not have survived a strict filter. That's exactly why no one else had hired them yet.

If you've built a team: who's the best person you almost didn't hire — and what made you take the chance?