The short answer
An interview scorecard is a standard form an interviewer completes for each candidate. It lists the competencies being assessed, the questions to ask, a rating for each competency on a fixed scale, notes on the evidence behind each rating, and an overall recommendation. It matters because it makes every interviewer judge candidates on the same job-related criteria, and it leaves a written record of why each person did or didn't move forward.
How an interview scorecard works
Before interviews start, the hiring team agrees on four to six competencies that matter most for the job and writes them on the scorecard. During the interview, the interviewer notes what the candidate actually said. Right after, they rate each competency on its own, using the scale's written descriptions, and submit the form before any group discussion.
A complete scorecard has these parts:
- Candidate, role, interview stage, interviewer and date.
- Each competency, its weight, and the question that tests it.
- A rating scale with a short description of each score.
- An evidence box for notes and short quotes.
- A recommendation, such as strong yes, yes, no or strong no.
Example: a weighted scorecard
Here is one candidate's scorecard for a customer success manager, rated on a 1 to 4 scale. Each rating is multiplied by its weight, and the results are added up.
The total helps compare candidates for the same role, but the evidence notes are what the debrief should discuss. Our free interview scorecard template has a full copyable form and a weighting method.
Interview scorecard vs interview rubric
The interview rubric is the scoring key: it describes what each rating looks like for each competency. The scorecard is the form the interviewer fills in. A good scorecard prints the rubric on the form so the interviewer never has to guess what a 3 means.
Common mistakes
- Only an overall yes or no. Without a rating per competency, you can't see why interviewers disagree.
- Undefined "culture fit." If a box can't be tied to a job-related behavior, remove it.
- Filling it in days later. OPM's structured interview guide says each panel member should review their notes and rate right after the interview.
- Reading other scores first. OPM's guidance is to rate independently, then discuss differences and reach a consensus.
AI interviews produce a similar record. NTRVSTA's report breaks scores down into technical skills, English proficiency and communication, with video snippets of key moments, so a recruiter can check the evidence the same way.
Related terms
- Interview rubric: the scoring key that describes each rating level.
- Interview calibration: aligning interviewers so the same answer gets the same score.
- Inter-rater reliability: how closely different interviewers agree.
- Structured interview: set questions and a common rating scale for every candidate.
- Competency-based interview: an interview organized around specific job competencies.
Questions
Who fills out an interview scorecard?
Every interviewer fills out their own scorecard for each candidate they meet. On a panel, each member completes one independently before the group discusses, then a consensus rating is recorded separately.
Should an interview scorecard include an overall score?
Yes, as a summary, but it should come from the competency ratings, not replace them. A weighted total is useful for comparing candidates for the same role. The evidence notes behind each rating matter more in the debrief.
When should an interviewer complete the scorecard?
Take notes during the interview and finish the ratings immediately after, while the details are fresh. Submit before reading anyone else's scores or joining the debrief, so your rating reflects only what you saw.
Curious how an AI interview report compares with your scorecards? Book a 20-minute demo.
