An interview scorecard is a standard form on which each interviewer rates a candidate against a fixed set of job-relevant competencies, with a written note of the evidence behind each rating. It is the scoring half of a structured interview: same criteria, same scale, every candidate.

What goes on the form

• Competencies: four to six things the role actually needs (for example problem solving, stakeholder handling, role-specific technical depth), drawn from the competency framework or the job description, not a generic list.
• A rating scale with anchors: a 1 to 5 rating scale is only useful if each number is described. “4 = gave a specific example, explained the trade-off, and measured the result” beats “4 = good”.
• Evidence notes: what the candidate said or did that justifies the number. No evidence, no score.
• An overall recommendation: hire, no hire, or hold, plus any concerns to probe in the next round.
• Weights (optional): only if some competencies clearly matter more for this role.

Why it helps, and where it goes wrong

Scored independently and before the debrief, a scorecard stops the loudest panelist or the first strong impression from deciding the outcome. It also makes candidates comparable: you can set the five finalists side by side on the same criteria rather than on remembered impressions. Over time the data shows whether the people you scored highly turned out well, which feeds your measure of quality of hire.

What usually goes wrong: interviewers fill it in two days later from memory, copy the previous interviewer’s scores, rate everyone 3 or 4 to avoid conflict, or use the form only as a formality after the decision is already made. In a panel interview, ask each member to submit scores before the group discusses. A scorecard also does not remove bias on its own. It narrows the room for it, which is a different claim.

Frequently asked questions

How is a scorecard different from interview feedback?

Free-text feedback is open-ended and hard to compare. A scorecard fixes the criteria and the scale first, then asks for evidence, so two interviewers’ views can be read side by side.

How many competencies is too many?

Beyond about six, interviewers rush and ratings turn into guesses. Split the competencies across rounds so each interviewer scores only the ones they actually probed.

Do ATS platforms include scorecards?

Most do, usually as a configurable form attached to each interview stage in the applicant tracking system, with scores visible to the hiring team only after submission.

Scorecards need an interview slot to attach to, so read how interview scheduling sets that up.