An interview scorecard template your clients will actually fill in
An interview scorecard is a one-page form that rates every candidate against the same four to six job criteria, on the same scale, with a line of evidence for each score. This interview scorecard template is built for recruiters: use it in your own screening calls so the shortlist is defensible, then hand it to the client so their feedback comes back fast and comparable.
- Four to six criteria taken from the client brief, each with a definition, a weight and a written description of what a 1, 2, 3 and 4 sound like.
- Must-haves are gates, not scores. A candidate passes them or doesn't. They never get averaged in.
- Score alone, straight after the interview, with evidence in the candidate's words. Then compare.
- Send the client the same card. "Thoughts?" gets you silence; four boxes and a yes/no get you an answer.
What an interview scorecard is
You'll see it called an interview scorecard, a candidate scorecard, a candidate evaluation form or an interview scoring sheet. They are the same object: a short form, agreed before anyone is interviewed, that says what you are assessing and how you will rate it.
Most guides assume the reader is a hiring manager with a panel. An agency uses the card twice. First in the recruiter's own screening interview, where it turns "I liked her" into a record of why she made the shortlist. Then in the client's interviews, where it gives three busy interviewers a shared format so you are not decoding "good energy, not sure" on a Friday afternoon.
Why structured scoring beats gut feel
A scorecard is the scoring half of a structured interview: same questions, same criteria, same scale for every candidate. The research case for that is strong. A 2022 re-analysis of decades of selection studies by Paul Sackett and colleagues found that structured interviews had the highest average validity for predicting job performance of the methods reviewed, ahead of cognitive ability tests, according to a summary published by the Society for Industrial and Organizational Psychology.
That caveat matters. "Structured" covers everything from a rigorous panel to a list of questions nobody follows. The parts that do the work are the ones a scorecard enforces. The US Office of Personnel Management's structured interview training material lists them plainly: questions based on job-related competencies, the same questions for everyone, detailed notes, and every answer evaluated with the same rating scale and standards.
For an agency there is a second, commercial reason. When a client asks why candidate B is on the list and candidate F isn't, "here is how each scored against the brief you signed off" is a better answer than a feeling.
A filled-in interview scorecard example
Here is a recruiter's screening scorecard for a fictional Finance Manager search. One page, readable in under a minute.
TalentN
Must-haves (pass / fail)
Scored criteria (1–4)
Runs a 5-working-day close for a £60m entity, down from 8. Talked me through the accruals checklist she wrote.
Got depot managers to adopt weekly cost reviews. One clear example; thin on how she handled pushback.
Supervises two AP clerks. Has not hired, appraised or managed anyone out.
Led the finance workstream of an ERP migration. Did not own the project.
Recommendation
Shortlist. Strongest on the close, which is the client's main pain. Team leadership is the gap: the role has four reports and she has managed two. Worth probing at client interview. — Daniel Reyes
How to build a scorecard from the client brief
Do this at intake, with the client on the call. It takes fifteen minutes and it is the best fifteen minutes of the search, because it forces the hiring manager to choose.
Why four to six? OPM's guidance says structured interviews typically assess four to six competencies unless the job is unusual or very senior. Practically, it's also what fits in a 45-minute conversation: each criterion needs a question, a couple of follow-ups, and time for an answer with detail in it.
Must-haves are gates
If the role legally requires a qualified accountant, a part-qualified candidate does not get a 2 out of 4 for "qualification". They fail the gate. Putting gates in the scored section is how an impressive talker with a missing essential ends up top of the list, and how you end up explaining that to the client after second interview.
Test every "must-have" the client gives you: would you really refuse to meet someone excellent who lacked this? If the answer is "well, no", it's a weighted criterion. Real gates are few.
The interview rating scale, and why anchors matter
A number on its own is an opinion. One interviewer's 3 is another's 4, and nobody can tell which from the form. Behavioural anchors fix that: a short description, per criterion, of the evidence that earns each score. OPM's process for writing them is a useful model: people who know the job each draft what a response at every level would look like, then agree on the most representative examples, which interviewers use as a guide to match a candidate's answer to a level.
Here are anchors for one criterion from the example above, "influences non-finance managers":
No evidence
Describes reporting numbers to others. No example of changing anyone's decision, even when prompted.
Partial
An example exists, but the change was driven by their manager or by a mandate. Vague on their own part: "we rolled out…"
Solid
A specific case where they persuaded a non-finance manager to act differently, with what they did and what happened.
Strong
Several cases, including one with real resistance. Explains how they adapted the argument and can state the business result.
Four points or five?
OPM suggests picking one range for all criteria, typically between three and seven levels, and labelling at least three of them. Within that, we'd argue for an even number. The same OPM material lists "central tendency" among rating errors: rating everything in the middle, such as all 3s on a 5-point scale. A 1–4 scale has no middle. Every score has to land on "not there yet" or "there", which is the decision the client is paying for.
A 1–5 scale is fine if each point is anchored and your interviewers use the ends. If your returned cards are a wall of 3s, switch.
Weighted score calculator
Weights exist so that a 4 on the thing that matters most counts for more than a 4 on a nice-to-have. The formula: multiply each score by its weight, add them up, divide by the total weight. Try it with your own criteria.
Weights add up to 100. Example bands: 3.0 and above shortlist, 2.5 to 2.99 discuss, below 2.5 not for this role. Agree your own bar with the client before interviews.
Set every score to 4, then untick the must-have box. A perfect card still stops. That is the reason gates stay out of the arithmetic.
Three scoring rules that make the numbers worth having
- Score right after the interview. Not at the end of the day, when the last candidate is vivid and the first is a blur. Block ten minutes after each call. OPM's guidance has interviewers rate immediately following the interview, from their notes.
- Score alone before you talk. If two of you interviewed, each fills in a card first. Then compare. Where you differ by two points, go back to the evidence lines; the louder voice does not win. Decide before interviews how you'll combine scores (consensus or average).
- Write evidence, not adjectives. "Confident, polished" tells the client about your reaction. "Cut close from 8 days to 5 by moving accruals to day 2" tells them about the candidate.
"Great communicator. Really impressive, very commercial. Strong culture fit. 4."
"Presented monthly results to the ops board for two years. Gave an example of persuading the fleet manager to re-tender fuel, and named the saving. 4."
Turning scorecards into a shortlist comparison grid
The client doesn't want five scorecards. They want one view of the shortlist with the cards behind it. This candidate comparison template is a single table: candidates across the top, criteria down the side, gates in the first row.
| Finance Manager, Halden Foods | Weight | Priya Nair | Tomasz Zielinski | Hannah Brooks |
|---|---|---|---|---|
| Must-haves | gate | Pass | Pass | Fail: part-qualified |
| Owns month-end close | 30% | 4 | 3 | 4 |
| Influences managers | 25% | 3 | 3 | 4 |
| Leads a team | 25% | 2 | 3 | 3 |
| Improves systems | 20% | 3 | 3 | 4 |
| Weighted score | 3.05 | 3.00 | 3.75 | |
| Recommendation | Shortlist. Probe team leadership. | Shortlist. Even profile, no standout. | Hold. Ask client if the gate is firm. |
Fictional candidates and scores, for illustration.
Three things this grid does that a ranked list can't. It shows that Priya and Tomasz are close on total but different in shape, which is the conversation the client should be having. It keeps Hannah's 3.75 from quietly beating two qualified candidates. And it gives you a reason to ring the client: "Is full qualification truly a gate? Because there is someone you'd want to meet if it isn't."
Never send the grid on its own. A 0.05 gap between two candidates is noise, and a client who only sees totals will treat it as a ranking. The grid sits on top of each candidate's candidate profile and CV, as one pack.
How an agency uses the scorecard to get client feedback faster
Slow feedback after client interviews is rarely laziness. The hiring manager has an impression, not a view, and writing that up feels like work. A candidate scorecard removes the blank page: four numbers, two lines of evidence, one yes/no.
- Agree the card at intake, so it's the client's criteria coming back to them and not your paperwork.
- Send it the day before the interview, with the candidate's profile, pre-filled with name, role and criteria.
- Ask for it within 24 hours, and book the debrief call when you book the interview.
- Keep it to one page. A hiring manager will fill in four boxes on their phone. They will not open a spreadsheet with twelve tabs.
- Use it to give candidates real feedback. "They scored you highly on the close, lower on team leadership" is something a candidate can use.
If you track time from client interview to feedback as one of your recruitment KPIs, this is the cheapest way to move it.
Subject: [Candidate name] – 2-minute scorecard after tomorrow's interview Hi [Client name], You're meeting [Candidate name] tomorrow at [time] for the [role]. Their profile and CV are attached. So we can move quickly, could you fill in the short scorecard below (or just reply with the numbers) by [day, time]? It uses the four criteria we agreed at the start of the search. 1 = no evidence 2 = partial 3 = solid 4 = strong [Criterion 1]: __ Why: ____________________ [Criterion 2]: __ Why: ____________________ [Criterion 3]: __ Why: ____________________ [Criterion 4]: __ Why: ____________________ Next step: [ ] Progress [ ] Hold [ ] No Anything you'd want to test at the next stage: ____________ I've put 15 minutes in your diary for [day, time] to talk it through. If more than one of you is interviewing, please each score separately before comparing notes. Thanks, [Consultant name], [Agency]
Blank interview scorecard template
Plain text, so it pastes into Word, Google Docs, an email or your ATS notes field. Replace the brackets and save one per role.
INTERVIEW SCORECARD Candidate: [name] Role: [role], [client] Interviewer: [name] Date: [date] Stage: [recruiter screen / 1st client interview / final] MUST-HAVES (pass or fail; one fail = do not progress) [ ] [Must-have 1] [ ] [Must-have 2] [ ] [Must-have 3] RATING SCALE 1 = No evidence 2 = Partial 3 = Solid 4 = Strong (use the written anchors for each criterion) SCORED CRITERIA 1. [Criterion]: [one-line definition] Weight: [__]% Score: 1 2 3 4 Evidence: [what the candidate said or did] 2. [Criterion]: [one-line definition] Weight: [__]% Score: 1 2 3 4 Evidence: [...] 3. [Criterion]: [one-line definition] Weight: [__]% Score: 1 2 3 4 Evidence: [...] 4. [Criterion]: [one-line definition] Weight: [__]% Score: 1 2 3 4 Evidence: [...] WEIGHTED SCORE (score × weight, summed) ÷ total weight = [__] / 4 RECOMMENDATION [ ] Progress [ ] Hold [ ] Do not progress Reason, in two sentences: [...] To probe at next stage: [...] Scored independently, straight after the interview. Signed: [name]
Fairness and record-keeping
General hygiene, not legal advice; employment and data protection rules differ by country, so check yours.
- Score job-related criteria only. If a criterion can't be traced to the brief, cut it. "Culture fit" with no definition is where bias gets in.
- Keep notes factual. OPM's guidance is a good standard: notes should summarise what the candidate said, be enough to justify the rating, and never refer to demographic characteristics or pass judgement on personality.
- Write as if the candidate will read it. In the UK and EU, interview notes are generally personal data that a candidate can ask to see.
- Keep the cards for as long as your retention policy says, then delete them. If a decision is ever challenged, a dated card with evidence is your record of how it was made.
If the client runs anonymised first rounds, scorecards and blind shortlists work well together; see our blind hiring guide.
Common scorecard mistakes
- The halo effect. One brilliant answer lifts every other score. OPM defines it as letting a rating on one competency influence the others. The fix is mechanical: score each criterion from its own evidence line, one at a time.
- Too many criteria. Twelve boxes means each gets ticked in four seconds. If the client insists on ten, ask which six they'd keep if the interview were half as long.
- Averaging away a failed must-have. Covered above, and still the most expensive mistake on this list.
- Changing weights after the interviews. If the weights move once a favourite appears, the card is being used to justify a decision, not make one.
- Scores with no evidence. A bare "3" can't be compared, questioned or defended.
- Treating the total as the decision. 3.05 against 3.00 is a tie. The number narrows the conversation; people still have it.
Questions recruiters ask
What is an interview scorecard?
An interview scorecard is a short form that rates every candidate for a role against the same job-related criteria, on the same rating scale, with a note of the evidence behind each score. It usually has four to six criteria, a list of pass-or-fail must-haves and an overall recommendation, and it is agreed before interviews start.
What should a candidate evaluation form include?
A candidate evaluation form should include the candidate, role, interviewer and date; the must-have requirements as pass or fail; four to six scored criteria with a one-line definition and a weight; a rating scale with written descriptions of each level; an evidence note per score; and a recommendation to progress, hold or decline, with a reason.
What is the best interview rating scale: 1 to 4 or 1 to 5?
Both work if every point has a written behavioural description. A 1 to 4 scale has no midpoint, so interviewers cannot default to a neutral 3 and must decide whether the evidence meets the bar. A 1 to 5 scale gives more spread but invites middle ratings. Whichever you choose, use the same scale for every criterion and candidate.
How do you calculate a weighted interview score?
Give each criterion a weight, usually so the weights total 100. Multiply each score by its weight, add the results, then divide by the total weight. With scores of 4, 3, 2 and 3 and weights of 30, 25, 25 and 20, the weighted score is 3.05 out of 4. Must-have requirements stay outside the calculation.
How many criteria should an interview scorecard have?
Four to six for most roles. That is what a 45-minute interview can cover properly, with a question and follow-ups for each. The US Office of Personnel Management's structured interview guidance also describes four to six competencies as typical. More than that and interviewers tick boxes without collecting evidence.
When should interviewers fill in the scorecard?
Immediately after the interview, from their notes, and before discussing the candidate with anyone else. Scoring later lets recent candidates overshadow earlier ones, and scoring after a discussion lets the most senior or most confident person set everyone's numbers. Compare cards only once each interviewer has completed their own.
Can a recruitment agency use an interview scorecard with clients?
Yes. Agencies use it twice: in the recruiter's screening interview, so there is a record of why each person made the shortlist, and as a one-page feedback form for the client's interviewers. Agreeing the criteria at intake means client feedback arrives in the same format for every candidate and is quicker to collect.
Where to go next
The scorecard is one sheet in the pack a client receives. For the document it sits on top of, use the candidate profile template; for the whole hand-over, from raw CVs to a shortlist the client can act on, see candidate presentation. And if screening tools are doing part of your first sift, our AI resume screening guide for recruiters covers where a human scorecard still has to take over.