Panel Interviews: How HR Can Plan, Conduct & Evaluate Candidates

A panel interview is a job interview where two or more interviewers assess one candidate during the same session.

For HR teams, panel interviews can make the hiring process more efficient by bringing different stakeholders into one interview. They can also provide multiple perspectives when evaluating a candidate's skills, experience, and suitability for a role.

However, a panel interview needs proper planning. Without clear roles, structured questions, and consistent evaluation criteria, the process can become confusing for both interviewers and candidates.

What Is a Panel Interview?

A panel interview involves multiple interviewers assessing one candidate at the same time.

The panel may include:

HR or recruiter
Hiring manager
Department manager
Team leader
Technical or subject-matter expert
Potential team member

Each interviewer can assess a different part of the candidate's suitability for the position.

For example, HR may focus on communication and motivation, while the hiring manager assesses relevant experience and a technical interviewer evaluates job-specific skills.

Unlike a group interview, where multiple candidates are interviewed together, a panel interview focuses on one candidate being assessed by multiple interviewers.

How Does a Panel Interview Work?

A panel interview usually follows several steps.

HR Selects the Interview Panel

HR should identify who needs to be involved in the hiring decision.

The panel should include people who can provide relevant insight rather than simply adding more interviewers.

For example:

HR + Hiring Manager + Department Expert

HR Defines the Evaluation Criteria

Before the interview, HR and the hiring team should agree on what the candidate will be assessed on.

This may include:

Relevant experience
Technical skills
Communication
Problem-solving
Leadership
Teamwork
Role-specific competencies

Having clear criteria makes it easier to evaluate candidates consistently.

Assign Each Interviewer a Role

HR should coordinate who will ask which questions and what each person will evaluate.

For example:

Interviewer	Main Focus
HR	Motivation, communication, overall suitability
Hiring Manager	Experience, responsibilities, career goals
Technical Expert	Technical knowledge and job-specific skills

This helps avoid repeated questions and keeps the interview organised.

Conduct the Interview

One interviewer should lead the session.

A typical structure is:

Introduction
Candidate background
Role-specific questions
Competency questions
Candidate questions
Next steps

Collect Interview Feedback

After the interview, each interviewer should record their assessment against the agreed criteria.

HR can then coordinate the feedback and ensure the final decision is supported by evidence from the interview.

Make the Hiring Decision

The panel should compare the candidate's experience, answers, and skills against the requirements of the role.

The decision should be based on job-related evidence rather than personal preferences.

Who Should Be on a Panel Interview?

There is no fixed number of interviewers required.

HR should choose panel members based on the role and who needs to contribute to the hiring decision.

HR or Recruiter

HR can assess:

Motivation
Communication
Career expectations
Recruitment requirements
Overall suitability

Hiring Manager

The hiring manager can focus on:

Relevant experience
Role responsibilities
Performance expectations
Team requirements
Career goals

Technical or Subject-Matter Expert

A specialist can assess:

Technical knowledge
Job-specific skills
Problem-solving
Practical experience

Future Team Member

A potential teammate can provide insight into:

Collaboration
Communication
Teamwork
Working relationships

Not every panel needs all these roles. HR should keep the panel focused on people who have a meaningful role in the hiring decision.

Benefits of Panel Interviews

Multiple Perspectives

Several interviewers can assess the same candidate from different perspectives.

This can give the hiring team a broader view of the candidate's strengths and areas for development.

More Efficient Hiring

A panel can reduce the need for several separate interviews.

Instead of scheduling separate meetings with HR, the hiring manager, and a technical expert, they can assess the candidate during one session.

Shared Evaluation

Multiple stakeholders hear the candidate's answers directly.

This can reduce the need for HR or recruiters to relay information from one interview to another.

Better Role-Specific Assessment

A subject-matter expert can assess technical or specialised skills that may be difficult for HR or a general interviewer to evaluate.

More Consistent Decision-Making

When the panel uses the same evaluation criteria and scorecard, HR can make candidate comparisons more structured.

Disadvantages of Panel Interviews

Candidates May Feel Intimidated

Being interviewed by several people at once can feel more formal or stressful than a one-to-one interview.

HR should make sure the candidate understands the format before the interview.

Scheduling Can Be Difficult

Coordinating several interviewers can take more time.

If a key panel member has limited availability, this can delay the hiring process.

Too Many Interviewers Can Make the Interview Uncomfortable

A large panel can make the candidate feel overwhelmed.

It can also make the interview harder to manage.

Group Bias Can Affect the Decision

One interviewer's strong opinion can influence the rest of the panel.

HR can reduce this risk by asking interviewers to complete their individual assessments before discussing the candidate as a group.

Different Interviewers May Use Different Standards

If the panel does not agree on what makes a strong candidate, each interviewer may evaluate the candidate differently.

This is why HR should establish clear criteria before the interview.

Panel Interview vs Group Interview

Panel interviews and group interviews are different.

Factor	Panel Interview	Group Interview
Candidates	One candidate	Multiple candidates
Interviewers	Multiple interviewers	One or more interviewers
Main purpose	Assess one candidate from multiple perspectives	Assess several candidates at the same time
Candidate interaction	One candidate responds to the panel	Candidates may respond individually or together
Common use	Specialist, senior, or final-stage hiring	High-volume or team-based recruitment

In simple terms:

Panel interview: Multiple interviewers → One candidate

Group interview: Multiple candidates → One or more interviewers

HR should choose the format based on the role, hiring volume, and type of assessment required.

When Should HR Use a Panel Interview?

A panel interview can be useful when:

Hiring for Senior Positions

Senior roles may involve several decision-makers, making a panel useful for gathering different perspectives.

Hiring for Technical or Specialist Roles

A technical expert can evaluate skills that may be difficult for a general interviewer to assess.

Several Departments Are Involved

If the role works closely with multiple teams, representatives from those teams may provide useful input.

Final-Stage Hiring

A panel can be particularly useful when only a few shortlisted candidates remain and several stakeholders need to participate in the final decision.

When Should HR Avoid a Panel Interview?

A panel may not be necessary when:

The role only requires a simple initial screening
The panel members do not have clear responsibilities
Too many people want to participate
Scheduling would significantly delay the process
The candidate would benefit more from a conversational first interview
The hiring criteria have not been agreed

HR should not use a panel simply because several people want to meet the candidate.

The format should have a clear purpose.

How HR Can Prepare for a Panel Interview

Define the Hiring Criteria

Start by identifying what the successful candidate needs to demonstrate.

For example:

Required technical skills
Relevant experience
Communication
Problem-solving
Leadership
Teamwork

Separate must-have requirements from nice-to-have qualities.

Assign Interviewer Responsibilities

Before the interview, HR should confirm:

Who will lead the interview
Who will ask each question
What each interviewer will assess
Who will take notes
Who will explain the next steps

Prepare Questions in Advance

Questions should be connected to the job requirements.

Avoid having several interviewers ask similar questions.

A structured interview makes it easier to compare candidates fairly.

Prepare an Interview Scorecard

HR can create a scorecard covering the main competencies required for the role.

For example:

Evaluation Area	Weight	Score
Relevant Experience	25%	/5
Technical Skills	25%	/5
Problem-Solving	20%	/5
Communication	15%	/5
Teamwork	15%	/5
Total	100%

The weighting can be adjusted based on the position.

Brief the Interview Panel

Before the interview, HR should remind panel members about:

The role requirements
Interview structure
Assigned questions
Evaluation criteria
Scoring method
Appropriate interview behaviour

This helps ensure everyone understands their role.

Panel Interview Questions for HR

Panel interview questions should be relevant to the position and linked to the evaluation criteria.

Experience Questions

Tell us about your experience that is most relevant to this role.
Which part of your previous experience best prepares you for this position?
What was your biggest responsibility in your previous role?

Behavioural Questions

Tell us about a difficult problem you solved at work.
Describe a time you had to work with someone who had a different approach from yours.
Tell us about a time you received difficult feedback. How did you respond?
Describe a situation where you had to manage competing priorities.

Situational Questions

What would you do if you disagreed with your manager about an important decision?
How would you handle a tight deadline if your team was already overloaded?
What would you do if a project was falling behind schedule?

Role-Specific Questions

These should be customised to the position.

For example, technical roles may require questions about technical knowledge and problem-solving, while management roles may focus more on leadership and decision-making.

HR should work with the hiring manager or subject-matter expert to prepare these questions.

How HR Can Conduct a Panel Interview

Step 1: Introduce the Panel

The lead interviewer should introduce everyone and explain their role.

Step 2: Explain the Format

Tell the candidate how the interview will work and how long it is expected to take.

Step 3: Start With General Questions

Begin with questions about the candidate's background and relevant experience.

Step 4: Move to Role-Specific Questions

The hiring manager or subject expert can then assess the candidate's technical and job-related knowledge.

Step 5: Ask Competency Questions

Assess areas such as:

Problem-solving
Communication
Leadership
Teamwork
Adaptability

Step 6: Give the Candidate Time to Ask Questions

Candidates should have an opportunity to ask about the role, team, expectations, and next steps.

Step 7: Explain What Happens Next

HR should clearly explain the next stage and, where possible, when the candidate can expect an update.

This helps create a more organised candidate experience.

Tips for HR When Running Panel Interviews

Keep the Panel Focused

Only invite people who have a meaningful role in the hiring decision.

Have One Person Lead

One interviewer should control the flow and timing of the interview.

Avoid Repeating Questions

Coordinate questions before the interview so each panel member has a clear focus.

Use a Consistent Scorecard

Every candidate applying for the same role should be assessed against the same core criteria.

Ask Interviewers to Score Independently

Have panel members complete their initial assessment before group discussion.

This can help reduce the influence of group opinions.

Focus on Job-Related Evidence

Feedback should be based on the candidate's answers, experience, skills, and examples.

Avoid vague comments such as:

"I just don't like their personality."
"They don't seem like someone who would fit in."
"They don't feel like the right type."

Instead, connect feedback to the requirements of the position.

Avoid Subjective "Culture Fit"

HR should define culture-related expectations through specific, job-related behaviours rather than personal preferences.

Give Candidates Enough Time

Do not allow multiple interviewers to ask questions at once.

The candidate should have enough time to understand and answer each question.

Keep the Candidate Informed

Explain the interview process, timeline, and next steps clearly.

A well-organised process can create a better candidate experience.

FAQs

What is a panel interview?

A panel interview is a job interview where two or more interviewers assess one candidate during the same interview session.

How many people should be on a panel interview?

There is no fixed number. HR should keep the panel small enough to remain organised while including the people who can meaningfully contribute to the hiring decision.

What are the benefits of a panel interview?

Panel interviews can provide multiple perspectives, reduce the need for separate interviews, support structured evaluation, and allow relevant stakeholders to assess a candidate together.

What are the disadvantages of a panel interview?

Panel interviews can feel intimidating for candidates, be harder to schedule, and become less effective when interviewers do not have clear roles or evaluation criteria.

What questions should HR ask in a panel interview?

Questions should be based on the job requirements. HR can ask about relevant experience, communication, problem-solving, teamwork, leadership, and other competencies required for the role.

What is the difference between a panel interview and a group interview?

A panel interview involves multiple interviewers assessing one candidate. A group interview involves multiple candidates being assessed at the same time.

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