Start with the work, define what a strong answer should demonstrate, and use the same core questions and scoring anchors for every candidate. This guide gives hiring teams a practical framework they can adapt by role.
The U.S. Office of Personnel Management describes structured interviews as job-related questions delivered systematically, with candidates evaluated using the same rating scale and standards. Structure is therefore more than repeating a list: the competency, question, probes, and scoring criteria must work together.
Official guidance from the U.S. Office of Personnel Management and the U.S. Equal Employment Opportunity Commission also reinforces two boundaries: selection procedures should relate to the work, and employers should monitor whether their procedures remain appropriate as job requirements change.
Replace the context with real situations from the role, then have subject-matter experts review the expected evidence.
Core question: Tell me about a difficult problem you had to diagnose with incomplete information. What did you do, and what changed because of your work?
Controlled probes: What information was missing? Which options did you consider? How did you test your conclusion?
Look for: A specific situation, a reasoned approach, the candidate’s own actions, and a verifiable outcome.
Core question: Describe a time you had to explain an unpopular decision to a stakeholder. How did you prepare, and what happened next?
Controlled probes: What did the stakeholder care about? How did you adapt the message? What would you change now?
Look for: Audience awareness, clear reasoning, respectful challenge, and learning from the result.
Core question: Give an example of competing deadlines you could not meet simultaneously. How did you decide what to do first?
Controlled probes: Which trade-offs did you make? Who did you involve? How did you communicate the impact?
Look for: Explicit criteria, ownership of trade-offs, timely communication, and an outcome tied to business priorities.
Core question: Imagine you discover a material risk shortly before a committed launch. What would you assess before recommending whether to proceed?
Controlled probes: What facts would change your decision? Who needs to be involved? How would you document the recommendation?
Look for: Relevant risk factors, proportionate escalation, stakeholder awareness, and a defensible decision process.
OPM’s structured interview guidance recommends concrete behavioral examples that distinguish proficiency levels and notes that subject-matter experts should help develop them. A simple three-level anchor can make the first calibration easier:
The response is vague, mostly hypothetical, or does not establish the candidate’s actions, reasoning, or result.
The response gives a relevant example, explains the candidate’s contribution, and demonstrates the required competency at the role’s expected level.
The response handles meaningful complexity, shows clear judgment and ownership, and connects actions to a specific outcome or learning.
Use this separately from a low score when the answer does not supply enough evidence. A controlled follow-up may resolve the gap.
SealHire turns the approved role brief into a structured interview. Alex can ask follow-ups when an answer needs a concrete example or clarification, while the evaluation organizes evidence against the same role criteria. Recruiters and hiring managers review the recording, transcript, evidence, and recommendation before deciding.
Learn how this fits into AI candidate screening, review the AI interview platform, or examine the current evidence on AI interview effectiveness.
A structured interview question is tied to a job-related competency and asked consistently across candidates for the same role. Responses are evaluated against a defined rating scale rather than a general impression.
Candidates for the same role should receive the same core questions and evaluation criteria. Clarifying probes can respond to an answer, but they should stay within documented boundaries so candidates have a comparable opportunity to provide evidence.
Use the smallest set that adequately covers the role’s critical competencies. Question count should reflect the evidence needed, the time available, and whether one question measures one or several competencies. Pilot the interview before using it in a live hiring process.
Yes. An AI interviewer can ask controlled follow-ups for examples, actions, outcomes, or clarification. Employers should define the role criteria, review the question set and scoring anchors, disclose the AI interaction, and retain human oversight of hiring decisions.
Define the role, review the questions and scoring criteria, invite candidates, and inspect every recommendation.