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Interview scorecard template: questions, ratings and examples

Build an interview scorecard with clear questions, a four-point rating scale and sample answers. See how to resolve disagreements between interviewers.

Adan Vielma · · 13 min read

A candidate scorecard with adjustable assessment criteria.

One interviewer gives an answer a high score for initiative. Another marks it down because the candidate proposed a solution but did not carry it out. The exercise only asked for a proposal, so the interviewers are applying different standards.

Build your interview scorecard around the work each answer should demonstrate, not just a list of numbers. Agree the task, describe what meets the standard and ask interviewers to record why they chose a rating.

Use the template and recruiter-role exercises to choose questions, define ratings and resolve a scoring disagreement. Adapt them to the vacancy.

What should you include in an interview scorecard?

For each skill, record the question or task, what a satisfactory answer would show, the rating and the reason for it. Keep the candidate's answer separate from your interpretation.

Copy this template for one skill

Field Complete it with
Skill A specific responsibility, such as clarifying a hiring manager's requirements.
Question or task The question you will ask, or the exercise that will demonstrate the skill.
Meets the standard What the answer must show. Agree this before interviewing.
Rating A rating, or “not assessed” or “still unclear” where appropriate.
Answer and reason What the candidate said or did, and why it supports the rating. Note any hints you gave.
Still to ask A specific unanswered question that matters to the hiring decision. Leave blank when none remains.

Use the fields already in your hiring system where they serve this purpose. The scorecard should help the interviewer make and explain a decision, not create another form to complete afterwards.

Decide what this interview needs to establish. A first conversation might find enough relevant experience to justify a work sample; a final interview may need evidence that the person can perform an essential task. Those are different decisions and may need different evidence.

Ask the hiring manager what the person will need to handle on arrival and what they should be able to do after training:

What must they be able to handle in their first week? What will we teach them over the first three months?

“I need someone who can get our hiring moving” could describe three different vacancies. A team short of applicants needs sourcing. A team with an unstable brief needs someone who can clarify the manager's requirements. A team sitting on completed interviews needs better decisions and coordination.

Use those answers to choose the responsibilities on the scorecard. Name who will teach anything that is not required on arrival. Interviewers then have a shared basis for distinguishing a hiring requirement from a training need.

Which job requirements should the scorecard assess?

Start with five requirements for the recruiter role:

Job requirement What to look for Where to assess it
Clarify a hiring brief Finds out why a manager wants particular experience and whether it is necessary. Exercise 1: hiring-manager conversation.
Recommend candidates Connects their experience to the brief and identifies important gaps. Exercise 1: compare three applications.
Move a search forward Asks the right person for a specific decision and an agreed response date. Exercise 1: agree the next step.
Keep candidates informed Gives an accurate update without promising an unapproved interview. Exercise 2: candidate email.
Understand hiring progress Identifies where applications are waiting and what would unblock them. Exercise 3: hiring figures.

These are five requirements for this example, not a rule about scorecard length. Assess each through the relevant work: a confident conversation does not show whether the person can write a clear candidate update.

Exercise 1: respond to a manager who changes the brief

The person you are interviewing plays the recruiter; you play their hiring manager. Alex, Beth and Casey are the sample sales applicants they must compare. Your scorecard assesses the recruiter's reasoning, not those three applicants.

Give the person you are interviewing this brief:

The sales hire must lead business-to-business deals, negotiate with purchasing teams and brief the implementation team after a sale. We will teach our product. Direct-competitor experience is helpful, not essential.

Sales applicant Application summary
Alex Works at a competitor and runs product demonstrations. A senior colleague handles contract negotiations.
Beth Sells HR software to businesses, leads deals, negotiates with purchasing teams and briefs the implementation team.
Casey Sells logistics software to businesses, leading deals and negotiating with purchasing teams. Their work after a sale is not described.

Then give them the situation:

You've recommended Beth for interview and asked Casey about their work after a sale. The manager replies, “Can't we just focus on people from our competitors?” Beth expects an update today. No interview has been approved. Your next manager check-in is tomorrow morning.

Ask your candidate to respond as the recruiter. What would they ask the manager? Who would they recommend interviewing, and why?

The recruiter may ask you to approve an interview. Leave that decision pending during the role-play: the next exercise tests how they update Beth while she is still waiting.

Prepare the manager's reason before starting

Choose one of these explanations and use it for everyone you compare. Keep it in the interviewer's guide; give it when the recruiter asks why competitor experience matters.

You assume competitor employees negotiate contracts. Beth describes that responsibility. Alex's application assigns negotiations to a colleague. The recruiter should examine the work rather than accept the employer's name as evidence.

Your product trainer has left. You are worried nobody can train the new hire. The recruiter should establish which training is missing and who could provide it. A competitor hire may still need to learn your product and procedures, so narrowing the search may not solve the problem.

A useful question is:

What would someone from a competitor already know that we'd otherwise need to teach?

Listen for how they use the manager's answer. If the trainer has left, repeating Beth's strengths does not resolve the concern. Asking what training is needed and who could provide it gives the manager a decision to make.

Keep the manager's reason and replies consistent across interviews. If asked why competitor experience matters, give the prepared explanation rather than making the person guess. Explain preparation time and permitted tools beforehand, arrange agreed adjustments and note any extra hints you give.

Exercise 2: write a candidate update while the decision is pending

Beth is owed an update today, but her interview has not been approved. Give the person you are assessing this task:

Write the update you would send Beth today. The hiring-manager check-in is tomorrow morning, and the shortlist is still undecided.

Keep this sample response in the assessor’s guide rather than giving it to the candidate before they write:

Hi Beth,

We haven't finalised the interview shortlist yet. I'm sorry I don't have a decision for you today.

I'm meeting the hiring manager tomorrow morning and will email you afterwards, even if we're still deciding.

Accept different wording that makes the same facts clear: Beth is still being considered, and the recruiter will contact her after tomorrow’s meeting. Promising an interview would be inaccurate.

Then move the exercise forward: tomorrow's meeting has ended and the manager still needs more time. Ask the recruiter to write the update Beth was promised and explain how they would arrange the next contact date. The answer must acknowledge the continuing delay, not invent an approval or a decision date that the exercise has not supplied.

Use a different search for this task. The table follows one group of 160 people contacted through the hiring process. Eight have been recommended to the manager, but have waited five working days for a decision. No manager interview slots are available.

Step People
Contacted 160
Replied, including interest and declines 32
Completed a first interview 20
Recommended to the manager 8
Completed a manager interview 0

Ask what they would do first. A satisfactory answer asks the manager to review the 8 recommendations and reserve slots for approved interviews. The waiting candidates also need an update. More sourcing may be useful elsewhere, but it won't clear this delay.

Before drawing conclusions about sourcing, the recruiter should also ask how many of the 32 replies expressed interest. The total includes declines, so it doesn't tell you how many people wanted to continue.

Define the ratings before using the exercises

The US Office of Personnel Management's structured-interview guidance pairs common questions with common rating standards. Consistent questions are only half the job; interviewers also need to agree how to judge the answers.

Use these rating descriptions for the recruiter role:

Requirement Meets the requirement Falls short
Clarify the brief Asks why competitor experience matters and uses the answer to examine the requirement. Accepts or refuses the request without understanding the manager's concern.
Recommend candidates Explains why Beth matches the brief. Recognises that Alex's colleague handled the negotiations described, and that Casey's work after a sale is still unclear. Ranks employer names or treats an unanswered question as proof of inability.
Move the search forward Names the decision needed, the person responsible and when to follow up. Promises to “align with stakeholders” without a decision or next action.
Keep candidates informed Gives Beth an accurate update and a clear commitment to contact her again. Promises an unapproved interview or leaves her waiting without the update owed.
Understand hiring progress Addresses the waiting recommendations and missing manager interview slots. Recommends more sourcing without addressing the delay, or invents reasons for the figures.

Example: a four-point interview rating scale

Describe the answer needed for each rating. This scale assesses how the recruiter clarifies the hiring brief, using the version of Exercise 1 where the product trainer has left. It is a starting point to test with your team, not a validated assessment.

Rating Observed answer Why it receives that rating
1: Does not meet Agrees to reject everyone outside competitors without asking why. Replaces the agreed requirement without examining the reason.
2: Partly meets Asks why competitor experience matters, learns that the trainer left, then repeats that Beth is a good applicant. Finds the concern but does not use it to improve the plan.
3: Meets Clarifies which training is missing and asks who could provide it before narrowing the search. Turns a vague preference into a practical question the manager can resolve.
4: Strong evidence Also checks whether a competitor hire would need the same training and explains how that answer would change the proposed hiring requirement. Examines the proposed solution as well as the original problem.

The difference between 3 and 4 is the reasoning about the brief, not a longer answer. A 3 identifies the missing training and asks how to cover it. A 4 also tests whether the manager's proposed solution, hiring from a competitor, would solve that problem.

Keep the rating focused on this skill. An excellent update to Beth belongs under candidate communication; it should not also raise the rating for clarifying the brief. Accept a different sensible approach when it demonstrates the same reasoning.

Write the rating descriptions for each other skill before using the scorecard. The scale for clarifying the brief should not be copied into a different skill. A strong candidate email needs its own rating description.

Use not assessed when the interview never covered a skill, and still unclear when you lack enough evidence to judge it. Neither means a low score or an assumed pass. But a clear answer that falls short is different: agreeing to reject non-competitor applicants without asking why is observable performance, not an unclear answer. Apply the written rating and record the reason.

How do you get interviewers to score answers consistently?

Give two colleagues the same sample answer and ask them to score it independently. Start with the evidence they used, not which number they are willing to compromise on.

Use this short exchange from the version where the trainer has left:

Recruiter: Which training would the new hire be missing?

Manager: Product walkthroughs and practice running demos.

Recruiter: Could the product lead or another team cover those sessions? I'd confirm what we can provide before making competitor experience essential.

One interviewer awards a 4 for initiative; another gives a 2 because no replacement trainer has been confirmed. Neither rating follows the written standard.

Return to the task and the written scale. The exercise asks for a proposed next step, not a completed staffing arrangement. Clarifying the missing training and asking who could provide it meets the standard for 3 — Meets. A 4 needs the additional reasoning described in the scale, such as checking whether a competitor hire would still need that training.

The applicant cannot contact another team during this role-play. A proposal to ask the People lead for cover can be sound; claiming that cover is already arranged invents a fact. Accept a workable alternative, not just your preferred script.

Write the reason beside the score. For example:

3: Meets. Asked which training was missing and who could provide it. Did not promise training that nobody had agreed to deliver. No hints were needed. We have not yet assessed their candidate emails.

That note explains both the rating and its limits; “strategic” does neither. Give the agreed scorecard a version and date so interviewers use the same standard. If you change it during hiring, identify which earlier assessments need review rather than comparing old and new ratings as though nothing changed.

Should you average interview scorecard ratings?

Use the ratings to organise the discussion, not to calculate away an essential gap. First establish which requirements the applicant meets, which remain unclear and which were never assessed.

A 2 and a 4 do not become a justified 3 simply because you average them. Ask each interviewer to point to the answer behind their rating. Different evidence may explain the disagreement; different standards mean the scorecard needs work.

Agree which skills must be present on entry and which the team will teach. Promising Beth an interview that nobody approved still matters when accurate candidate communication is essential. By contrast, unfamiliarity with software you agreed to teach should not become a new rejection reason.

Check that you are not scoring the same skill three times. “Stakeholder management,” “influencing” and “managing the hiring manager” may all describe the same conversation. Keep separate ratings only when each measures different work that the exercise actually reveals.

Before the hiring discussion, identify any essential skill the interviews did not cover. Arrange the missing assessment rather than treating a blank row as either a pass or a failure.

An earlier AI interview can supply an answer to examine, but its rating should not become an extra panel vote. In Screened, the transcript, topic summaries and assessment let your team check what was said and prepare a focused follow-up. Use the source answer against the same job standard.

End the debrief with the evidence and the next decision: “They clarified why the manager wanted competitor experience and gave Beth an accurate update. We have not assessed how they find candidates.”

That last gap needs another task only if sourcing is part of the vacancy. Do not add a requirement merely because the interview did not cover it. Another interviewer should be able to read the note, understand the recommendation and see what genuinely remains to be decided.