What is an interview scorecard? Definition, parts and an example
On this page
- What is on an interview scorecard?
- How does a scorecard work in the hiring process?
- What does a completed scorecard look like?
- How is a scorecard different from a rubric, a rating scale or an interview guide?
- What are the most common scorecard mistakes?
- Can AI fill in an interview scorecard?
- Do agencies and recruiters use scorecards too?
- When should you use an interview scorecard?
- Questions people ask
An interview scorecard is the form an interviewer completes for one candidate to rate them on the criteria agreed for the job, with each rating backed by evidence from what the candidate said or did. Each interviewer fills in their own scorecard, independently, and the set of scorecards becomes the record the hiring decision is made from.
This page explains what goes on a scorecard, how it moves through a hiring process, a short filled example, and how it differs from rubrics, rating scales and interview guides. To build one now, start from the interview scorecard template, which has a copy-ready form and a 1–4 anchored scale.
What is on an interview scorecard?
A useful scorecard has seven parts. Most weak scorecards are missing the third or the fourth.
- Header. Candidate, role, interview stage, interviewer and date.
- Criteria. The competencies, skills or requirements this interviewer is responsible for, usually three to five per interview rather than everything the job needs.
- Rating scale with definitions. A number for each criterion, where every number has a written description of what earns it. The definitions come from the role's hiring rubric.
- Evidence under each rating. What the candidate said or did, close to their own words, that justifies the number.
- "Not assessed." An honest option for a criterion the interview did not reach, so nobody gives a polite middle score.
- Must-have flags. Requirements where a low rating ends the process regardless of the total.
- Overall recommendation and follow-ups. A hire or no-hire view, plus anything the next interviewer should probe.
Applicant tracking systems use the same idea. Greenhouse, for example, describes scorecards as a way for the hiring team to review a job's candidates against predetermined criteria; attributes can be grouped into categories, interviewers can be given focus attributes, and the overall recommendation is chosen from "Definitely Not", "No", "Yes" and "Strong Yes" (Greenhouse support, as of October 2026).
How does a scorecard work in the hiring process?
- At intake, the hiring manager and recruiter agree the criteria, which ones are must-haves, and any weights.
- Before interviews, each interviewer is assigned their criteria and the questions that test them, so two people do not spend their time on the same competency. This is the core of a structured interview.
- During the interview, the interviewer takes notes on what the candidate says, not on impressions.
- Straight after, the interviewer rates each criterion against the definitions and writes the evidence. The U.S. Office of Personnel Management's structured interview guide asks for ratings immediately after the candidate leaves, supported by examples of actual answers.
- Before the debrief, every scorecard is submitted. Nobody reads anyone else's first.
- In the debrief, the team compares evidence, settles disagreements and records a decision. See what is a hiring debrief.
- Afterwards, the scorecards stay with the candidate record as the documented basis for the decision.
If your criteria differ in importance, scores can be combined with weights; the weighted interview scorecard shows the arithmetic and when weighting changes nothing.
What does a completed scorecard look like?
An invented excerpt from a first-round interview for a customer success manager:
Candidate: [Name] Role: Customer Success Manager Stage: Hiring manager
Interviewer: [Name] Date: [Date] Scale: 1-4 (4 = exceeds the bar)
Renewal ownership (MUST-HAVE) Rating: 3
Evidence: Owned renewals for a book of mid-market accounts. "I start
the renewal conversation 120 days out and bring the usage report."
Gave one example of a save after a price increase; did not describe
the outcome in revenue terms when probed.
De-escalation Rating: 4
Evidence: Walked through a customer threatening to churn after an
outage: called within the hour, agreed a credit within policy, sent a
written timeline the same day. Customer renewed (candidate's account).
Product feedback loops Rating: Not assessed
Evidence: Ran out of time. Next interviewer to cover.
Overall: Yes. Probe in next round: commercial outcomes of renewals.Notice what is absent: no "great energy", no "good culture fit", no comparison with the previous candidate. Every rating can be checked against what the candidate said, which is the standard set out in evidence-based interview feedback.
How is a scorecard different from a rubric, a rating scale or an interview guide?
| Term | What it is | How many per role | Who fills it in |
|---|---|---|---|
| Interview scorecard | The form one interviewer completes for one candidate, with ratings and evidence | One per interviewer per candidate | The interviewer |
| Hiring rubric | The definitions of what each score means for each criterion | One per role or role family | Written once, before interviews |
| Rating scale | The set of points (1–4, 1–5) and their labels; one part of the rubric | One, shared | Written once |
| Interview guide or kit | The questions, probes, timing and script for one interview | One per interview in the loop | Written once, used by the interviewer |
| Interview feedback | Any written comments on a candidate; may or may not use a scorecard | Varies | Anyone who met the candidate |
| Role scorecard | In some hiring methods, notably Geoff Smart and Randy Street's book Who, a document describing a role's mission, outcomes and competencies | One per role | Hiring manager, before sourcing |
The last row causes confusion. A "role scorecard" defines what success in the job looks like; an interview scorecard rates a candidate against it. A good role scorecard makes writing interview scorecards much easier, because the criteria are already agreed.
What are the most common scorecard mistakes?
- Numbers without definitions. If a 3 means different things to different interviewers, averaging their scores averages their personal standards. Define every point; choosing an interview rating scale covers how.
- Adjectives as evidence. "Strong communicator" is a conclusion. Write what they said that led you there.
- Filling it in the next day. Detail disappears within hours and is replaced by an overall impression. Block fifteen minutes after every interview.
- Reading the others first. Opening a colleague's scorecard before submitting your own turns two opinions into one.
- Rating what you did not ask. A competency nobody tested should be "not assessed", not a 3.
- A recommendation that contradicts the ratings. If every rating is a 2 and the recommendation is "Strong Yes", the scorecard is hiding the real reason. Ask what it is.
- Too many criteria. Fifteen lines per interview leads to ticked boxes and no evidence. Give each interviewer a few criteria and cover the rest elsewhere in the loop.
The evidence step is the one people skip under time pressure, and it is the step tools can help with. Interview Signal, which we make, fills a scorecard during the call in which each score carries the candidate's own quotes, and removes any quote that does not appear in the transcript; the interviewer still sets the ratings.
Can AI fill in an interview scorecard?
AI can draft one, and the useful drafts do three things: place what the candidate said under the right criterion, quote it accurately, and leave the rating to the interviewer or clearly label any suggested rating as a draft. Before relying on a draft, check four points:
- Can every quote be traced? A quote should point back to a line in the transcript. A paraphrase that sounds like the candidate is not evidence.
- Is "not assessed" possible? A tool that fills every criterion with something will invent coverage the interview never had.
- Who sets the number? If the software scores or ranks candidates on its own, that is an evaluative feature, and rules on automated employment decision tools may apply where you hire.
- Does the interviewer still sign it? The scorecard is a record of that interviewer's judgment. Their name on it should mean they read and agreed with every line.
Do agencies and recruiters use scorecards too?
Yes, usually in a shorter form. An agency recruiter's screen produces a scorecard against the client's must-haves, and that scorecard then feeds the candidate submittal the client reads. In-house recruiters do the same before passing a candidate to the hiring manager. The rules are identical at every stage: criteria agreed in advance, definitions for every point, evidence under every rating.
When should you use an interview scorecard?
Use one for every interview that informs a hiring decision, including the recruiter's phone screen, where a shorter version with the must-haves is enough. Scorecards matter most when several people interview the same candidate, when candidates are compared across weeks, and when a decision may later need explaining.
Skip it only for conversations that are explicitly not assessed, such as an informal meeting with a future peer after the decision is made. Even then, write nothing about the candidate that would not hold up on a scorecard. Keep completed scorecards with the candidate record for as long as your retention policy and local rules require; how long to keep interview notes covers the record-keeping side.
Questions people ask
What should an interview scorecard include?
At minimum: the candidate, role, interviewer and date; the criteria this interviewer is assessing; a rating scale with a written description of each level; space for evidence under every rating; a 'not assessed' option; and an overall recommendation. Must-have requirements should be marked so a failed one cannot be averaged away.
Should interviewers see each other's scorecards before the debrief?
No. Each interviewer should complete and submit their own scorecard before reading anyone else's. Once someone has heard a colleague's view, their rating is no longer independent evidence, which is the main thing a panel of interviewers is meant to provide.
What rating scale should an interview scorecard use?
Any scale works if every point has a written behavioral description. Many teams use 1 to 4 so there is no neutral middle, or 1 to 5. The U.S. Office of Personnel Management recommends at least three proficiency levels and suggests aiming for five to seven, with examples of answers at each level.
Is an interview scorecard the same as a hiring rubric?
They work together but are different documents. The rubric defines what each score means for each criterion. The scorecard is the form an interviewer fills in for one candidate, applying that rubric and recording the evidence behind each rating.