Panel interview: what to expect and how you're scored
By UnchartedCareer
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A panel interview is one interview with several people at once, usually two to five. They take turns asking questions, then each of them scores you on the same sheet.
In the US government's 2008 structured interview guide from OPM, each panelist rates you alone first, then the panel agrees one score. The guide tells them to write down your actual words as proof. So the person who never looks up from their notebook may be copying out the sentence that gets you hired.
What is a panel interview, and why do employers use it?
Panels help make an interview structured: same questions, same order, same scoring scale. A 2022 meta-analysis by Sackett and colleagues in the Journal of Applied Psychology put structured interviews at .42 on the standard validity scale (how well a method predicts job performance). That was the top score of any common hiring method they reviewed. Unstructured chats scored .19.
For you, that means charm counts for less. Clear examples count for more.
Who sits on a panel, and what is each person listening for?
| Panelist | What they listen for | What loses them |
|---|---|---|
| Hiring manager | Can you do this job in month one, and will you need hand-holding? | Vague answers with no numbers |
| Peer or future teammate | Would I want to work next to you on a bad day? | Taking solo credit for team wins |
| HR or recruiter | Culture fit, red flags, salary and notice period | Badmouthing a past employer |
| Senior leader or skip-level | Judgment, ambition, how you think about the business | Rambling past the point |
| Cross-functional partner | Can you explain your work to someone outside your field? | Jargon |
Ask the recruiter who'll be on the panel and look each person up. Then match a story to each one: numbers for the manager, teamwork for the peer, business results for the leader.
10 panel interview questions to prepare
- Walk us through your background and why this role.
- Tell us about a time you disagreed with a colleague. How did it end?
- Describe a project that failed. What did you change afterwards?
- How would you handle two senior people giving you conflicting priorities?
- What would you focus on in your first 90 days?
- Tell us about a decision you made with incomplete information.
- Give an example of explaining something technical to a non-technical stakeholder.
- How do you handle feedback you think is wrong?
- Why are you leaving your current job?
- What questions do you have for us?
For the last one, bring one question for each panelist's area. More in questions to ask at the end of an interview.
Say your answer to number 2 out loud, then try it again as if a different panelist asked. It's one interviewer, not a panel, but the practice carries over. UnchartedCareer runs full mock interviews by voice and gives you a scored report on every answer, so you know exactly what to fix. Sign up and get ready for your panel today.
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How does panel interview scoring work?
Each panelist usually gets an interview guide listing the skills the role needs and a rating scale. OPM recommends five to seven levels, with at least three labeled, such as unsatisfactory, satisfactory and superior. Some panels split the questions by skill, so the peer owns "teamwork" while the manager owns "technical depth."
That's why every answer needs a real example with a result. Nobody can score "I'm a team player." And charming one person can't save a weak answer to another, because each skill gets its own box.
How do you answer to the whole panel?
Give your first sentence to the person who asked. Let your eyes move across the others while you tell the example, then come back to the asker for your last line.
When they introduce themselves, jot the names on your notepad in seating order. Everyone forgets the third name. Use names once or twice later ("Priya, that ties back to your question on budgets"), not in every answer.
The quiet one and the tough one
The quiet panelist is probably the one taking notes. Give them clean sentences to copy: the situation in one line, what you did, the number. Look at them when you say the result.
The tough one may be testing how you stay calm, or may own the hardest skill on the list. Treat pushback as a request for more proof. "Fair question. Here's the number I didn't mention" beats defending yourself. If they've got a fact wrong, correct it once, calmly.
What if follow-ups come from different people?
You finish answering the manager, and a teammate cuts in with "Why didn't you just escalate?" Answer the new person directly, then link back if it fits. If two people ask at once, pick one and say so: "Let me take Sam's question first, then I'll come back to yours."
If you don't know something, say how you'd find out. Bluffing in front of four people who'll compare notes later is the worst option.
Virtual panel interviews
On Zoom or Teams, eye contact means the little camera light, not the faces. Use gallery view so you see everyone. With five people on a call, voices overlap, so wait a beat before you start. Lighting and framing are in our guide to practicing for a video interview.
FAQ
Are panel interviews harder?
They feel harder, because you're tracking several people. The scoring is often fairer, since your result comes from several separate ratings.
How many people are in a panel interview?
Usually two to five. OPM's guide describes a panel of two or three.
How do you greet everyone in a panel interview?
Say hello to each person, repeat their name back once, and jot the names down in seating order. On video, one "Thanks, everyone, good to meet you" is enough.
Tonight, write the panel's names on an index card next to the story you'll give each one, then say each story out loud once.
Ready to nail your panel interview?
Practice the hard questions now, so the real ones feel easy.
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