Running a structured interview: guide and scorecard

Decades of industrial-organizational psychology research converge on the same finding: a structured interview — the same key questions asked of every candidate, scored against criteria defined in advance — predicts future performance noticeably better than a free-form, informal conversation. It also reduces unconscious bias, since it limits how much a general impression ("good feeling") can drive the decision.

Before the interview: define the criteria

For each role, pick 4 to 6 criteria that genuinely matter — not fifteen. A solid, reusable base across roles:

• Technical skills — what's verifiable (a test, a scenario, targeted technical questions).
• Experience — relevance of past achievements to this role, not just tenure.
• Culture / fit — compatibility with how the team actually works, not "do they seem like us."
• Communication — clarity, ability to explain a decision or technical choice.
• Motivation — genuine understanding of the role and the company, beyond rehearsed lines.

These five criteria are the ones pre-configured in CVDesignPro's Evaluations tab, with a default weighting — adjustable per role.

During the interview: same questions, score right away

Prepare 2-3 questions per criterion, ideally behavioral ("Tell me about a time when…") rather than hypothetical ("What would you do if…"): real past behavior predicts better than a stated intention. Score each criterion right after the interview, not the next day — memory reconstructs and smooths impressions over time.

The weighted scorecard: compare without flattening

An overall score out of 5 per criterion, multiplied by its weight, gives a comparable score across candidates — without reducing the decision to a single number. The score is a starting point for discussion in the hiring committee, not an automatic verdict: a candidate strong on 4 criteria and weak on a fifth deserves a conversation, not a mechanical rejection.

After the interview: decide fast, document

Debrief within 24 hours with everyone who met the candidate, starting from individual scorecards before any joint discussion (to avoid anchoring — the first opinion voiced tends to color everyone else's). Document the decision, even a rejection: it's what enables a well-reasoned follow-up later if this or another role fits, and a useful record if the decision is ever challenged.

Keeping the human element in a structured process

Structuring the interview doesn't mean making it mechanical. The last free-form five minutes, where the candidate asks their own questions, remain valuable — they often reveal as much about seriousness and preparation as the structured part itself.