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Interview rubric

Run consistent interviews with evidence-based evaluation.

A structured interview rubric for a fictional role.

Sample purpose

Run consistent interviews with evidence-based evaluation.

Audience: Hiring manager, Interviewer
Structure
4 sections
Criteria
12
Sources
6
Watches
3
Default approach
Review first
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Set the purpose first. Then change every section, criterion, and agent setting before anything runs.

Fictional sample

Structure and criteria

Sample content shows the shape of a useful document. Copying it is optional.

  1. 01

    Competencies and scale

    For this interview rubric, defines job-related competencies and anchored 1–4 ratings.

    Manual

    Criteria

    • Three to five competencies, each with four anchors in observable behaviour.
    • Says why each competency matters for this role.
    • No anchor uses evaluative words like good judgement.

    Sources

    Sample content

    CompetencyNeeds evidenceStrong evidence
    FacilitationLists activities without checking participationAdapts facilitation and confirms group understanding
    Product judgementTreats every issue as a training problemSeparates learning gaps from product defects
  2. 02

    Structured prompts

    For this interview rubric, uses consistent questions and follow-up prompts.

    Manual

    Criteria

    • At least one neutral open prompt per competency.
    • Each prompt has a scripted neutral follow-up, not a leading one.
    • Every interviewer asks prompts verbatim and in the same order.

    Sources

    Watches

    • Follows Competencies and scale

    Sample content

    Consistent questionNeutral probeWhat to listen for
    Tell us about a lesson that did not work.What did learners do that changed your plan?Uses learner evidence, not preference alone
    When should documentation not be the fix?What would you investigate next?Identifies product or process causes
  3. 03

    Evidence and scores

    For this interview rubric, records observed evidence separately from each score.

    Manual

    Criteria

    • Evidence is quoted or described as seen, before any score.
    • Each score is justified against that competency anchors.
    • Interviewers record independently before discussion.

    Sources

    Watches

    • Follows Structured prompts

    Sample content

    CompetencyScore 1–4Observed signal
    Facilitation3Candidate paraphrased two conflicting views and checked agreement.
    Product judgement2Named a trade-off but offered no way to test it.
  4. 04

    Decision calibration

    For this interview rubric, compares ratings and flags missing evidence before a decision.

    Manual

    Criteria

    • Any gap of two or more levels is resolved by citing evidence.
    • The decision cites competency scores and evidence, with no culture fit language.
    • Anchors were agreed before interviews on sample answers.

    Sources

    Watches

    • Follows Evidence and scores

    Sample content

    • ☐ Each interviewer records evidence before discussing a rating
    • ☐ Resolve score gaps of 2 or more with examples, not averages
    • ☐ Ben records hiring rationale against role criteria