Some gaps close with time and a decent manager; some are the person quietly telling you how they will explain you to their next interviewer.
Every candidate arrives with something missing. The useful question is not is there a gap but does this gap move, how fast, and who pays for the moving.
Missing knowledge and missing reps usually move, as long as there is evidence the person has learned something hard before and can tell you how they knew they had learned it. Patterns of attribution, defensiveness and low self-awareness rarely move, because the person does not agree there is anything to fix.
And coachable is not free. A gap that closes in eighteen months is a decline for a role that needs it in three. Naming the weeks, the coach, and what the team gives up is the difference between a hiring decision and a wish.
Pick a gap, then place it on the grid. The horizontal axis is evidence this person has learned something hard before. The vertical axis is whether the role can absorb the gap, which is just the coaching weeks measured against the runway you set below.
gap never managed people
kind missing reps (not aptitude)
evidence held a quality line under pressure; gave hard
feedback to a peer and named what changed after
coaching plan weekly 1:1 with their manager 3 h/wk
peer-manager buddy 1 h/wk
first hard conversation is coached, not delegated
time to a first competent performance cycle ~30 weeks
--- role runway = 9 months -------------------------------
39 weeks available - 30 weeks needed = +9 weeks margin
margin is 23% of the runway -> closes, but tight
verdict: hire only if that manager has signed up by name
--- role runway = 3 months -------------------------------
13 weeks available - 30 weeks needed = -17 weeks
verdict: decline for THIS role. not a verdict on the person
The arithmetic is deliberately crude. Its job is to stop "coachable" from being a mood, and to force the two facts a usually skips: by when, and at whose expense.
| fits when | the trade-off |
|---|---|
| A gap surfaced in one round and the debrief is about to vote on a feeling. | Naming the kind of gap costs one extra probe — plan eight to ten minutes of the loop for it rather than improvising. |
| A strong candidate is missing one obvious thing: no system design, no management reps. | You are committing someone else's calendar. If that person has not agreed, "coachable" is fiction. |
| A performance looked bad and you suspect the format caused it. | Re-testing costs the candidate and you another session. Reserve it for a specific hypothesis, and offer it consistently. |
| Two finalists differ mainly in what is missing, not in what is there. | The comparison is only honest if you price both gaps, not just the unfamiliar one. |
| Does not fit a role that needs the missing thing in month one. | Then it is not a gap, it is a requirement. Say so at the top of the loop, not in the debrief. |
This is a hiring tool, not a diagnosis. You are reading three hours of interview, not a person — so state your evidence and its limits in the same breath.
A staff engineer candidate for a platform team froze on the timed exercise: twelve minutes of silence, then a half-solution. The interviewer changed one condition and sent the same problem asynchronously. It came back with orderly reasoning, two tests, and a note naming her own earlier mistake. That gap moved from skill to conditions — and since the role has no live-coding clock in it, the gap is roughly two weeks of ordinary onboarding.
The second gap did not go the same way. She had named stakeholder communication as her growth area, so the next interviewer stopped accepting the self-report and ran a scenario: your project is six weeks late, explain it to the VP who promised the date. She recited the dependency failure, used three internal system names, and finished with "they didn't really have the context." No adjustment when the audience changed, and no story of having ever changed it before.
The debrief line was therefore not "great engineer, communication concerns." It was: the coding signal was a format artifact and we have the untimed evidence; the real gap is communication, we have no evidence it has ever moved, and this role presents to the exec staff in month two. Decline for this role — with a named reason, and an open door if she comes back with a different learning record.
A candidate says all three of their last managers micromanaged them. What is the best next move?
A strong candidate froze on the timed coding exercise. The role has no live-clock work in it. What do you do?