What to Expect in a Panel Interview

Who sits on the panel, how structured scoring works, and what each interviewer in the room is listening for when several people question you at once.

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A panel interview puts one candidate in front of two or more interviewers at the same time, usually a mix of the hiring manager, an HR representative, a future peer or team lead, and sometimes a skip-level manager (CareerOneStop (U.S. Department of Labor), undated; hyring, undated). It is rarely the only round — for most roles it sits in the middle or at the end of a process that also includes a recruiter screen and some form of skills check.

Expect each panelist to ask about the part of the job they own, and expect your answers to be scored rather than simply discussed. Many employers now run the panel in a structured format, with the same questions asked in the same order and rated against predetermined criteria such as Likert or behaviorally anchored rating scales (x0pa, undated).

Overview of the Panel Interview Hiring Process

Panel interviews are a format, not a stage you can count on seeing everywhere. One source citing SHRM's 2024 Talent Acquisition benchmark puts the share of organizations that include at least one panel interview at roughly 40% (hyring, citing SHRM, 2024).

Where a panel is used, plan on two to four total rounds and roughly two to six weeks from first contact to decision, with the panel usually falling in round two or three. That range moves with the employer and the sector:

  • Federal roles: after applications are reviewed, you may be interviewed by a panel in person, by video, or by phone, and there may be more than one round — for example a phone interview followed by an in-person interview (USAJOBS (U.S. Office of Personnel Management), undated).
  • Academic and faculty roles: a search committee of faculty and, often, student representatives coordinates the process (American Speech-Language-Hearing Association, undated), typically shortlisting three to five candidates for on-campus interviews (Times Higher Education, undated). First-round interviews that include teaching demonstrations for several candidates can take about two weeks to schedule and complete at one community college, with a second round involving the dean and academic vice president arranged afterwards (Inside Higher Ed, undated).
  • Executive hiring: a well-defined, rigorous panel process can save up to 30 days in the hiring timeline (SHRM, undated), because the people who would otherwise interview you one at a time are in the room together.

Ask at the end of each round whether there will be additional interviews and when the employer plans to decide (CareerOneStop (U.S. Department of Labor), undated).

Typical Stages of the Interview Process

  1. Recruiter or HR screen — 20 to 30 minutes, by phone or video. Conducted by a recruiter or an HR specialist. Confirms your eligibility, availability, location or work authorization basics, and whether your background matches the posting.
  2. Hiring manager conversation — 30 to 45 minutes. Conducted by the person you would report to. Covers the actual work: what you have owned, how you prioritise it, and what you would do in the first weeks.
  3. Skills demonstration or work sample — 45 minutes to 3 hours, sometimes taken home. Set and reviewed by a technical lead, role specialist, or in academic hiring a search committee that also watches a teaching demonstration (Inside Higher Ed, undated). In high-pressure or sensitive fields such as law enforcement, air traffic control and intelligence work, this stage can take the form of a stress interview designed to see how you perform under pressure (CareerOneStop (U.S. Department of Labor), undated).
  4. The panel interview — 45 to 90 minutes. Conducted by three to five people, commonly the hiring manager, an HR representative, a potential peer or team lead, and sometimes a skip-level manager or cross-functional stakeholder (hyring, undated). The advantage for the employer is that people in different positions can ask a variety of job-related questions in one sitting (SHRM, undated). The panel then debriefs and scores you without you present, usually within a day or two.
  5. Final conversation and reference checks — 20 to 45 minutes, plus a few days. Conducted by a senior leader, dean, or director, with HR running reference checks; federal guidance on assessment practices pairs panel interviews with reference checks precisely because panels allow multiple evaluators (U.S. Office of Personnel Management, undated).

Interview Rounds at a Glance

StageFormatTypical DurationWhat It Evaluates
Recruiter or HR screenPhone or video, one interviewer20–30 minutesEligibility, availability, salary expectations, basic match to the posting
Hiring manager conversationVideo or in person, one interviewer30–45 minutesScope of work you have owned, judgement, priorities for the first months
Skills demonstration or work sampleLive exercise, take-home task, or teaching demonstration45 minutes–3 hoursWhether you can do the technical core of the job and explain your choices
Panel interview3–5 interviewers, one candidate, in person or video45–90 minutesQualifications and fit with the team, scored against set criteria by multiple evaluators
Panel debrief and scoringInterviewers only, no candidateSame day to 2 daysConsistency of ratings across panelists; who advances
Final conversation and referencesSenior leader or skip-level, plus HR reference calls20–45 minutes, references over several daysMotivation, retention risk, confirmation of your track record

Questions You're Likely to Be Asked at Each Stage

"Walk me through what you're doing now and why you're looking to move."

Asked in the recruiter or HR screen. The recruiter is checking that your current scope matches the posting and listening for a reason to leave that will not repeat itself in this job. Keep it to about 90 seconds and end on what you want to do next, not what went wrong.

"What would your first 90 days in this role look like if we hired you?"

Asked by the hiring manager. This tests whether you have read the job description closely enough to know what the role actually delivers, and whether you can sequence work rather than list it. Name the specific systems, caseloads, courses, or accounts you would expect to pick up first.

"Talk us through the choices you made in this exercise and what you would change with another week."

Asked at the skills demonstration or work sample, usually by the technical lead or specialist who set it. They care less about a perfect result than about whether you can defend trade-offs and spot your own gaps. Say what you deliberately left out and why.

"Tell me about an unexpected problem you ran into on a project and how you handled it."

Asked in the panel interview, often by the peer or team lead while the others score your answer. Behavioral guidance for this question is to emphasise rolling with the unexpected and finding an effective response (CareerOneStop (U.S. Department of Labor), undated). Because panels may ask every candidate the same questions in the same order (x0pa, undated), a clear situation-task-action-result structure makes you easy to rate well.

"What would make you turn this role down?"

Asked in the final conversation by a senior leader or skip-level manager. They are assessing retention risk and whether your expectations about scope, schedule, or location are realistic. Answer honestly about the conditions you need, then ask what the panel flagged as your development areas.

Frequently asked questions

How is a panel interview different from a group interview?

A panel interview has several interviewers and one candidate; a group interview has one or more interviewers assessing several candidates at the same time (VidCruiter, undated). The preparation differs: in a panel you are managing multiple evaluators' priorities, while in a group you are also being compared live against other candidates in the room.

Who should I look at when several people are asking questions?

Focus on the person you are responding to and make eye contact with them, then include the rest of the panel as you finish the point (CareerOneStop (U.S. Department of Labor), undated). Get each panelist's name and role at the start and write them down, so you can direct technical answers to the specialist and team-fit answers to the peer.

What should I ask the panel at the end?

Ask each panelist something tied to their function: what the hiring manager's biggest open problem is this quarter, what tools or systems the peer uses daily and which ones they would replace, and how the skip-level measures the team's success. Close by asking whether there will be additional interviews and when a decision is planned (CareerOneStop (U.S. Department of Labor), undated).

Sources

  1. CareerOneStop (U.S. Department of Labor) — Types of interviews
  2. CareerOneStop (U.S. Department of Labor) — Types of interviews (Veterans)

Written by

Priya Chandrasekhar

Priya turns job-market numbers into something readable, chasing the story behind a wage chart or an unemployment figure. She's most interested in what statistics miss about an actual day at work.