Interview rubric for student organizations: a weighted template by room

The template

The template below covers three rooms: behavioral, technical and a group case. Each room's numeric criteria add up to 100%, every criterion has a written 1, 3 and 5, and two items are pass/fail. Change the criteria to fit your club, but keep the structure.

Interview rubric by room

Room	Criterion	Type	Weight	1: weak	3: solid	5: strong
Behavioral	Teamwork	1 to 5	30%	Talks only about own work; can't name what others did	Describes a team project and their own part in it	Shows how they changed the team's result, including a conflict they handled
Behavioral	Communication	1 to 5	30%	Answers wander; the interviewer has to dig for the point	Clear answers with a beginning, middle and end	Short, specific answers that lead with the point
Behavioral	Motivation for this club	1 to 5	20%	Generic reasons that would fit any club	Names something specific the club does	Connects what the club does to something they have already tried
Behavioral	Self-awareness	1 to 5	20%	Can't name a weakness or a mistake	Names a real mistake	Names a mistake, what they changed, and what happened next time
Technical (finance)	Valuation basics	1 to 5	40%	Can't explain how a company is valued	Explains one valuation method correctly	Explains two methods and when each one misleads
Technical (finance)	Market awareness	1 to 5	35%	Can't discuss any recent market event	Discusses one event with the main facts right	Argues what an event means for a specific company or sector
Technical (finance)	Explains clearly	1 to 5	25%	Uses jargon without explaining it	Explains terms when asked	A non-finance member could follow the explanation
Technical (finance)	Prepared a stock pitch	Pass/fail	n/a	Fail: no pitch		Pass: a pitch with a recommendation
Group case	Structures the problem	1 to 5	35%	Jumps to an answer	Breaks the problem into parts	Proposes a structure the group then uses
Group case	Builds on others	1 to 5	35%	Talks over others or stays silent	Adds to others' ideas when asked	Brings quieter members in and builds on their points
Group case	Reaches a recommendation	1 to 5	30%	No recommendation by the end	A recommendation with one reason	A recommendation with reasons, risks and a next step
Every room	Professional conduct	Pass/fail	n/a	Fail: disrespectful to anyone in the room		Pass: respectful throughout

Example weights. A 2 and a 4 sit between the written levels. Swap the technical room for a consulting case or a coding question if that fits your club better.

Some schools limit what interviews can include. Penn's Wharton Council, for example, allows one 30-minute interview per applicant and bans group case interviews and brainteasers for the clubs under it. If your school has rules like that, drop the rooms it doesn't allow and fold the criteria you still need into one room.

The technical room for other kinds of clubs

The technical room is the one to change for your club. Keep the shape (three weighted criteria and an optional pass/fail item) and swap the content.

Write the 1, 3 and 5 for each one the same way as in the template: one observable line per level.

A worked example: one candidate's score

Here is how the template turns interview notes into one number, so you can check your spreadsheet or tool is doing the same.

Say a candidate scores teamwork 4, communication 3, motivation 5 and self-awareness 3 in the behavioral room. The room score is 4 × 30% + 3 × 30% + 5 × 20% + 3 × 20%. That is 1.2 + 0.9 + 1.0 + 0.6, or 3.7 out of 5.

Their technical scores are valuation 3, markets 4 and explaining 4, and they brought the pitch. That room is 3 × 40% + 4 × 35% + 4 × 25% = 3.6, with the pass/fail item passed. A group case of 4, 3 and 4 gives 3.7.

With equal room weights, the candidate's interview score is the average of 3.7, 3.6 and 3.7, or 3.67. If the club weights the technical room at 50% and the others at 25% each, it becomes 3.7 × 25% + 3.6 × 50% + 3.7 × 25% = 3.65. A failed pass/fail item would flag the candidate for discussion whatever the number.

Why "overall, 1 to 10" doesn't work

A single overall score asks each interviewer to decide privately what matters and how much. Three interviewers can give the same candidate a 6, a 6 and a 6 for three different reasons, and nobody can explain the number at delibs.

Single scores fail in three ways:

• No shared anchors. One interviewer's 7 is another's 5, and nothing on the form says what a 7 means.
• The halo effect. One strong impression, a confident handshake or a shared major, lifts every part of the score.
• No record of why. When the club debates a candidate, a lone number can't be checked against anything.

A rubric fixes all three by splitting the judgment into parts, describing each level, and keeping the reasons on paper.

This is the same method the U.S. Office of Personnel Management teaches for structured interviews. In its guide, "all candidates are asked the same predetermined questions and in the same order." Every answer is then scored on the same rating scale, against example answers for each level. The same guide names the halo effect as a rating error: letting a rating in one area influence the ratings for the others. Scoring each criterion separately is how a rubric works against it.

What a good club rubric has

A good club rubric has four parts. Each room has one purpose, each room has a few weighted criteria, every criterion has written score levels, and pass/fail items cover anything that isn't a matter of degree.

Rooms with one purpose each

A room is one interview segment that tests one thing. Behavioral rooms test how a candidate has worked with people. Technical rooms test the knowledge your club's work needs. A group case tests how they think out loud with others.

Keep each room focused. If the behavioral interviewer also asks a valuation question, the room's score mixes two things and the technical room double-counts it.

Three or four criteria, weighted to 100%

Give each room three or four criteria. Fewer than three and one criterion dominates; more than five is hard to score while you're also listening.

Weight the criteria so they add up to 100% in each room. Put the most weight on what the room exists to test. In the template, valuation basics carries 40% of the technical room because it is the skill the club's analysts use most.

A written 1, 3 and 5

Write one line for what a 1, a 3 and a 5 look like for each criterion. Interviewers then match what they saw to a description, rather than comparing the candidate to whoever came before. A 2 and a 4 fall between the written levels.

Describe behavior, not adjectives. "Explains two valuation methods and when each one misleads" can be scored. "Excellent technical knowledge" can't.

Pass/fail items for must-haves

Some things aren't a matter of degree. A candidate either prepared the stock pitch or didn't, and was respectful to everyone in the room or wasn't. Make those pass/fail, so a strong score elsewhere can't average them away.

Questions that match each room

Each criterion needs a question that gives the candidate a fair chance to show it. Write one main question per criterion and one follow-up, and ask them in the same order for every candidate.

A question that a candidate can answer with any experience, a class, a job or a team, is fairer than one that assumes an internship. The guide to club interview questions has more by club type.

Sum or average across rooms

There are two common ways to combine rooms into one score: a weighted average or a sum. Pick one before interviews start and tell interviewers which it is.

With equal room weights, the two methods rank candidates the same way. The difference shows when one room should count more. The guide to weighting interview scores goes further.

Writing score levels interviewers use

Score levels only help if interviewers can apply them in the moment. Each one should be a single line, describe something the interviewer can see or hear, and differ clearly from the next level.

Read each description aloud to an e-board member who didn't write it. If they can't picture a candidate who would earn it, rewrite it.

Train interviewers before the first interview

Training takes about 20 minutes and is the step most clubs skip. Have every interviewer score the same practice candidate, then compare scores criterion by criterion.

1. Play one practice interview. A recording from last year (with permission) or two e-board members role-playing a candidate.

2. Score it alone. Every interviewer fills in the rubric without talking.

3. Compare by criterion. Read out each criterion's scores. Where scores differ by two points or more, ask each interviewer what they heard.

4. Fix the rubric, not the people. If two careful interviewers read a description differently, rewrite the description.

5. Agree on the edge cases. Decide now what a 3 looks like when a candidate is nervous, or has thin experience as a freshman.

Even after training, some interviewers score higher than others. The guide to harsh and lenient interviewers covers calibration and curving.

Fairness: standard questions and independent scores

A rubric is only fair if every candidate gets the same chance to earn each score. That takes two habits: the same questions for everyone in a room, and scores written before anyone discusses the candidate.

Write each room's questions in advance and ask them in the same order. Wharton Council requires exactly this of its clubs: interview questions "must be standardized for each candidate to avoid bias."

Score before you talk. When two interviewers share a room, each fills in the rubric alone, and only then do they compare. Discussing first pulls the quieter interviewer toward the louder one. The University of British Columbia's recruitment toolkit for student teams gives the same advice. It says to define a rubric, take notes during interviews, and have more than one person evaluate each candidate independently. The guide to fair club recruitment covers bias more broadly.

Using the rubric live: paper, a spreadsheet or Delibity

You can run this rubric on paper, in a spreadsheet or in a recruitment tool. What matters is that interviewers score during or right after the interview, and that every score ends up attached to the candidate.

Paper works for one round, but someone has to type every score in. A spreadsheet works if each interviewer has their own tab, so nobody overwrites anyone else; weights become formulas.

In Delibity, an interview session holds the rooms, the weighted criteria, the pass/fail items and the score-level text, and interviewers score on their phones during the interview. Clubs on Delibity have submitted 21,384 interview evaluations. Next year's chair copies the whole session, rubric text included, to start the next season.

Room 2 of 3 · Technical

Valuation basicsNumeric 1 to 540%

Market awarenessNumeric 1 to 535%

Explains clearlyNumeric 1 to 525%

Prepared a stock pitchPass / Fail

Numeric weights100% ✓

Example data

How Delibity does this

Rooms, weights and rubric text in one place

An interview session has up to 10 rooms. Each room has up to 8 subscores: numeric with a weight, a dropdown, or pass/fail, each with its own rubric text.

Numeric weights in a room must add up to 100% before the session can be saved, so every interviewer scores on the same plan.

See the whole season →

Scores then flow into one record per candidate for deliberations. How to run club deliberations covers that meeting.

Go deeper

Every part of interviewing has its own guide:

• Club interview questions: behavioral, fit and case questions
• How to run club interviews: rooms, rotations and scheduling
• How to weight interview scores: numeric scores vs pass/fail
• Group case interviews for clubs: whether to run them and how to score them
• Harsh and lenient interviewers: calibration and curving
• Scoring during the interview: why live scoring is fairer

Questions chairs ask

How many criteria should an interview rubric have?

Three or four per room. Fewer than three and one criterion decides the score; more than five is hard to score while listening to the answer. Across three rooms that is about ten criteria in total, plus one or two pass/fail items.

Should freshmen be scored differently?

Use the same rubric, but write score levels that don't depend on experience. "Names a real mistake and what they changed" can be met with a class project or a summer job. Decide together before interviews how a 3 looks for a candidate with little work history.

Who should see interview scores?

The interviewers who gave them and the officers running deliberations. Show scores to the whole club only on the one-page record at delibs, never as a shared spreadsheet anyone can open. Candidates shouldn't see other candidates' scores.

What scale should a club interview rubric use?

A 1 to 5 scale with written descriptions for 1, 3 and 5 works for most clubs. Longer scales, like 1 to 10, add points interviewers can't tell apart. Keep the same scale in every room so scores can be combined.

Can we reuse the same rubric next year?

Yes, and you should. Keeping the same rooms, weights and score levels makes one class comparable with the next. Change a criterion only when the club's work changes, and note why in the handover file.

Sources

1. Structured Interviews, U.S. Office of Personnel Management: same questions in the same order, a shared rating scale, example answers per level, the halo effect (checked 2026-11-09) opm.gov
2. Recruitment Toolkit, UBC Applied Science Student Experience: a rubric, notes during interviews, independent evaluation (checked 2026-11-09) experience.apsc.ubc.ca
3. Recruitment Policies, Wharton Council: one interview, 30 minutes, no group cases or brainteasers, standardized questions (checked 2026-11-09) groups.wharton.upenn.edu
4. Collegiate Chapter Senior Vice President, Delta Sigma Pi: documenting selection criteria (checked 2026-11-09) deltasigmapi.org
5. Delibity: 21,384 interview evaluations submitted on Delibity (checked 2026-11-09) delibity.com