Interview Scorecard: How to Build One and Use It in the Debrief

An interview scorecard is a form where each interviewer rates a candidate against the role's key criteria on a shared scale.

For recruiters, it gives the debrief something concrete to compare instead of relying on competing opinions. It can also give you more specific feedback to share with candidates, whether you work with a hiring manager or a client.

What is an interview scorecard?

An interview scorecard is a structured form that lists what the role needs and asks each interviewer to rate the candidate on each item. You'll also see it called an interview evaluation form, a hiring scorecard, or a candidate scorecard. They all refer to essentially the same tool.

What matters is that every interviewer is evaluating the candidate against the same criteria. SHRM's team interviewing guidance says interviewers should rate answers on the same scorecard so the evaluation is standardized.

The scorecard can be used throughout the interview stage of the recruitment process, from the first conversation through the final hiring decision. With it, you can see where interviewers agree, where they differ, and why.

What goes on an interview scorecard

A useful scorecard includes the following elements, all tied back to the role's must-haves.

• Criteria: List the skills and behaviors the role can't do without, taken from your intake meeting. For a nurse manager, one might be making staffing calls under pressure. For a sales rep, it might be handling pricing objections.
• Questions: Pair each criterion with one or two interview questions so every candidate hears the same prompts. Assign each criterion to a specific interviewer so nothing gets skipped.
• Rating scale: Use one scale for all criteria, such as 1 to 5. The next section covers how to build it.
• Example answers per level: Describe what a weak, solid, and strong answer sounds like. This helps make sure two interviewers are using a score of 3 in roughly the same way.
• Evidence notes: Leave space for what the candidate said or did, so each rating has a reason behind it.
• Overall recommendation: Ask for a clear call, such as hire, no hire, or unsure, plus one sentence on why.
• Interviewer name and date: Record the interviewer's name and date so each scorecard can be traced back to the person who completed it.

Check that every criterion is a must-have before you start

Keep the criteria list short and limited to what would change the hiring decision. If a scorecard is too long, interviewers may rush through it and the criteria that matter can get buried.

If a skill is better evaluated through a work sample or one of your pre-employment assessments, test it there instead of using interview time. That keeps the interview focused on the things conversation and behavioral questions can reveal.

How to build an interview rating scale

Use the same rating scale across criteria, with clear labels and examples that show what different scores look like. OPM's structured interview guide recommends one proficiency range for all competencies, with at least three levels and ideally five to seven. It also says to label at least three of them, such as unsatisfactory, satisfactory, and superior.

Clear structure also helps interviewers rate answers more consistently. OPM's assessment guidance links more structured interviews with higher validity and higher rater agreement.

Here is OPM's five-level example, which you can adapt to your own criteria.

Source: OPM structured interview guide

Labels alone don't mean two interviewers will score the same answer the same way. Where possible, give interviewers examples of what stronger and weaker answers look like for each criterion, starting with your key criteria.

For example, if you're hiring a support team lead, one criterion might be calming an upset customer. A 2 might read: "Apologized and passed the issue to a manager." A 4 might read: "Found the cause, fixed it, and followed up without being asked."

Interview scorecard template

In this interview scorecard template, use one row for each must-have you identified during intake. Add the interviewer's name and the date at the top.

For a warehouse shift lead, for example, one row might ask about a shift where two people called out. The interviewer gives a 4 and notes that the candidate moved one picker to packing and called in a part-timer.

If you work agency side, send the template to the client with your intake notes. If the client already uses a form in their applicant tracking system (ATS), ask them to include a space for notes or evidence behind each score.

How to use scorecards in the debrief

Start the debrief with the scores and notes interviewers submitted before discussing overall impressions. The same process works in a panel interview, where multiple interviewers evaluate the same conversation.

• Score independently right after the interview: Ask each interviewer to fill in the scorecard as soon as the interview ends. OPM's guide says panel members should review their notes independently right after the candidate leaves.
• Collect scores before the meeting: Set a deadline, such as end of day, and follow up on missing forms before the debrief. If you start the debrief before everyone has scored independently, early opinions can influence the rest of the discussion.
• Compare evidence, not impressions: When two interviewers' ratings on a criterion are far apart, ask each to read their notes for it. The difference may come from different questions, different interpretations of the scale, or different evidence from the candidate.
• Ask clients for the reasoning behind their scores: If you're on the agency side, you may not be in the room. Ask the client for each interviewer's scores plus one example behind each score. That gives you more useful candidate feedback and helps you refine the next shortlist.
• Keep completed scorecards: File them with the rest of the hiring record, so there's a clear record of how the decision was made.

Check the scorecard before the first interview

Before interviews begin, make sure the scorecard is finalized and every interviewer knows how to use it.

• Criteria match the intake: Each row should correspond to a must-have agreed on during intake with the hiring manager or client.
• Examples for the key criteria: For your key criteria, interviewers should be able to see what a weaker and a stronger answer look like.
• Each interviewer knows their part: Assign each interviewer specific criteria and questions so nothing gets duplicated or missed.
• Set a deadline for scores: Agree on when scores are due, and book the debrief after that time.

Use those same must-haves during resume screening so the criteria stay consistent from the first review through the final interview.