How to hire A-players: training, testing, and cultural fit

Executive overview

Most hiring failures stem from lack of interviewer training, not lack of candidates. Knowing how to do something is not the same as having done it — and the difference is detectable in an interview.

Train your people to interview skill first; hire for culture fit, and bring in external experts to assess technical skill sets you can't evaluate yourself.

The interviewing skill gap

• Interviewing is hard because most people have never been properly trained in it.
• The same hours invested in copywriting or marketing would make interviewing feel equally natural.
• Companies train on what they do, not on the soft skills needed to execute — the outer circle, not the how.
• Top-grading and the TORC (threat of reference check) process require practice, not just reading.
• Competency levels matter: bronze is the floor for all managers, silver is solid, gold means you can certify others.

Spotting the difference between knowing and doing

• A candidate can articulate a perfect system without ever having used it.
• The tell: ask to see physical evidence — a day timer, a dashboard, a calendar — not an explanation.
• If they can't produce it, they don't live it.
• Run cross-referenced interviews: three interviewers rate the same candidate independently, then compare.

Scaling hiring when you lack domain expertise

• When hiring for a role you can't assess (engineering, finance), bring in external experts to evaluate skill.
• At 1-800-GOT-JUNK, external IT leaders interviewed the final engineering candidates; internal leaders interviewed for cultural fit only.
• The same split was used for CFO hiring: external finance executives tested capability, internal team tested fit.
• Your job as a leader is to own culture assessment — delegate technical vetting to people who can actually judge it.