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Interview evidence research method

See the proposed inputs, sampling rules, exclusions, privacy safeguards, and reporting limits for interview evidence research method. No aggregate claim is published until the required evidence and review threshold is met.

Methodology explains a preparation signal; it does not turn the result into a hiring prediction.

Turn application gaps into evidence-based interview practice

Generate practice questions from the target job, application claims, and missing context. O*NET and NCS help group the work; they do not reveal one employer’s interview bank.

Which claims or requirements need a concrete example, decision rationale, or verification detail in an interview?

Verified public facts

31.0Database release2026-08-27

O*NET 31.0 organizes worker and job information across skills, knowledge, abilities, tasks, work activities, work context, occupations, and related domains.

How to use it
A defensible vocabulary for role requirements and work evidence categories.
What this data cannot establish
That every task or skill applies to a particular opening or candidate.
2026-08-27

Korea’s NCS public data describes work through the competency units required to perform it, providing a Korean reference alongside occupation data built for the U.S. labour market.

How to use it
Korean role and competency framing without translating U.S. occupation labels literally.
What this data cannot establish
A vacancy count, hiring trend, salary, or employer-specific requirement.

How the data is handled

  1. Start from the application

    Create questions from material requirements, strong claims, ambiguities, and unsupported passages in the actual submission.

  2. Attach answer evidence

    Pair each practice question with the work record that can support an accurate answer and note what remains unknown.

Definitions that travel with the result

Evidence prompt
A practice question that points to a specific requirement or claim and asks for context, action, decision, result, or verification.
Answer evidence
The work record, artifact, or measurement that supports an interview answer.

Results that still require observed data

Evidence-based practice set

Which application claims need an example, trade-off, result, or verification detail?

Awaiting observed data
Required result fields
  • Target job identifier

    The exact job posting used for the comparison.

    string · required
  • Resume identifier

    The versioned resume used in the analysis.

    string · required
  • Evidence identifier

    The source work record supporting a resume or application claim.

    string · required
  • Category

    A documented category with a stable definition.

    string · required
  • Metric definition

    The exact inclusion, exclusion, and calculation rule.

    string · required
Publish only when
Publish a practice set only when every question links to supplied material and is labelled by why it was generated.
Awaiting observed data
Add a target job and reviewed application to create evidence-based practice questions.

What this data cannot establish

  • Practice questions are generated from the supplied materials, not copied from confidential or alleged employer question banks.
  • The set cannot predict interview sequence, interviewer preference, or hiring outcome.

How to use it

  • Practice with the linked evidence, then answer in your own words.

Official data sources

  • O*NET DatabaseU.S. Department of Labor, Employment and Training Administration2026-08-27
    Coverage
    Worker and job characteristics, including occupations, tasks, work activities, skills, knowledge, and work context.
    Boundary
    O*NET describes occupations in the U.S. economy. It does not reproduce one employer’s job description or prove that a candidate has a skill.
  • Korea National Competency Standards dataHuman Resources Development Service of Korea2026-08-27
    Coverage
    Korean competency standards and competency-unit information used to describe work by the capabilities required to perform it.
    Boundary
    NCS is a competency standard, not a live count of vacancies, resumes, interviews, or hiring outcomes.

Frequently asked questions

Read the result with its method and limits.

Use the relevant methodology before deciding which finding to act on.