AI Recruiter

Good Interview Questions to Ask Candidates

Good Interview Questions to Ask Candidates

Find 40 good interview questions to ask candidates, with follow-ups, cross-industry examples and a scoring rubric for recruiters and hiring managers

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Good interview questions to ask candidates uncover evidence of job-related skills, judgment, collaboration and learning. Ask candidates to explain a specific situation, their individual actions and the outcome. Follow up on missing details, then assess the answer against criteria defined before the interview.

For example, “Walk me through a difficult problem you solved” becomes more useful when you also ask, “What did you personally do, which alternatives did you consider, and how did you know your approach worked?”

This question bank includes 40 questions for recruiters and hiring managers: 25 general questions, 10 cross-industry questions and five for entry-level applicants. Each includes a follow-up and evidence to look for. Use the scoring example to turn answers into comparable interview feedback.

What are the best interview questions to ask candidates?

Start with these five, adapting the wording to the role:

  1. Relevant experience: Which previous project or responsibility best prepares you for this role, and what did you personally deliver?

  2. Problem-solving: Walk me through a difficult work problem. How did you identify the cause and choose an approach?

  3. Prioritization: Tell me about a time two important deadlines conflicted. How did you decide what came first?

  4. Collaboration: Describe a disagreement with a colleague. What did you do, and how was it resolved?

  5. Learning: What feedback changed how you work? Give an example of applying it.

These are a starting set, not a complete assessment for every position. Add questions about the actual work, such as debugging software, handling a customer complaint or managing a clinical handoff.

Choose questions by competency, not by how impressive they sound. A memorable conversation does not automatically provide evidence that someone can perform the job.

What makes an interview question useful?

A useful question has a clear connection to a job requirement, gives the candidate room to explain and produces evidence that interviewers can assess consistently.

Question type

What it asks

When to use it

Behavioral

What the candidate did in a previous situation

Exploring demonstrated experience

Situational

What the candidate would do in a realistic scenario

Exploring judgment when direct experience is limited

Role-specific

How the candidate approaches an actual job task

Assessing functional knowledge and decisions

Motivation

What interests the candidate about the work

Understanding expectations and alignment

Behavioral and situational answers are different kinds of evidence. A sensible hypothetical answer does not establish that a candidate has successfully performed the task.

The U.S. Office of Personnel Management’s structured interview guidance describes a process using predetermined questions and common rating standards. Use that principle to make comparisons more consistent: agree on the core questions and scoring criteria before interviewing.

How to choose applicant interview questions to ask

Start with the job description and identify the responsibilities that matter most. Convert those responsibilities into observable competencies.

For a customer support role, “excellent communication” is too broad. “Explains a resolution clearly and checks customer understanding” is more assessable.

Then build the interview in four steps:

  1. Choose the competencies. Identify three or four areas the interview can realistically assess.

  2. Select the questions. Choose a core question for each area and a relevant scenario where needed.

  3. Define the evidence. Describe what a satisfactory answer should demonstrate for this role and seniority.

  4. Agree on follow-ups. Use neutral prompts to clarify actions, reasoning and outcomes without supplying the answer.

Keep the core assessment consistent for applicants to the same role. Clarifying follow-ups can address different answers, but should serve the same assessment purpose.

If your team builds these frameworks repeatedly, JobTwine’s AI Smart Playbook Builder can turn a job description into role-specific questions, competency areas and scoring guidance. Hiring teams should review the generated playbook before using it.

25 general interview questions, follow-ups and assessment signals

The signals below are suggested evidence to explore. They are not a universal answer key or a validated hiring test. Adapt them to the work and expected level of responsibility.

Relevant experience and motivation

#

Question

Follow-up

Evidence to look for

1

Which previous project or responsibility best prepares you for this role?

What did you personally deliver?

Relevant work, clear scope and individual contribution

2

Which part of this role interests you most, and why?

What past experience helped you identify that interest?

Understanding of the work and realistic expectations

3

Which requirement would involve the biggest learning curve for you?

How would you start building that skill?

Specific development needs and a practical learning plan

4

What achievement best demonstrates a skill this role needs?

How was success measured, and what was outside your control?

Relevant results with context, rather than unsupported claims

5

Describe a work environment in which you performed effectively.

Which processes helped you deliver?

Working conditions tied to performance, rather than social similarity

Do not treat enthusiasm for the company as a substitute for competence. A candidate may understand the work well without giving a polished account of your brand.

Problem-solving and judgment

#

Question

Follow-up

Evidence to look for

6

Walk me through a difficult work problem. How did you identify the cause?

What evidence changed your initial view?

Diagnosis, use of evidence and willingness to revise assumptions

7

Tell me about a decision you made with incomplete information.

What did you need to confirm before acting?

Attention to risk, uncertainty and decision timing

8

Describe a time your first approach did not work.

How did you decide what to try next?

Troubleshooting and a reasoned change of approach

9

Give an example of choosing between speed and quality.

Which risks were acceptable, and which were not?

Explicit trade-offs and appropriate safeguards

10

If you received an unfamiliar task with an unclear deadline, what would you do first?

What would you ask the person assigning it?

Clarification of scope, priority and expected outcome

For questions about complex work, ask candidates to explain alternatives. The reasoning behind a decision can be more informative than the outcome alone.

Collaboration and communication

#

Question

Follow-up

Evidence to look for

11

Describe a disagreement with a colleague about how to complete a task.

How did you understand their reasoning?

Listening, constructive disagreement and resolution

12

Tell me about a time you explained a complex issue to someone unfamiliar with it.

How did you check their understanding?

Adaptation to the audience and confirmation of understanding

13

Give an example of delivering difficult news to a customer or stakeholder.

What next steps did you provide?

Accuracy, empathy and ownership of follow-through

14

Describe a project involving people with competing priorities.

How did you agree on responsibilities?

Coordination, clear ownership and management of dependencies

15

Tell me about a time you needed help to finish important work.

How did you communicate the problem and request support?

Timely escalation and a specific request for help

Assess communication against the job’s requirements. Avoid replacing evidence with impressions about accent, eye contact or how socially comfortable the candidate seems.

Ownership, prioritization and execution

#

Question

Follow-up

Evidence to look for

16

Tell me about a time two important deadlines conflicted.

Who did you involve in deciding the priority?

Assessment of impact, dependencies and stakeholder expectations

17

Describe a mistake you made at work. What happened next?

How did you reduce the chance of recurrence?

Accountability, corrective action and prevention

18

Give an example of improving a process without being asked.

What changed, and how did you assess the improvement?

Initiative connected to a useful operational result

19

Tell me about a commitment you could not meet as planned.

When did you communicate the risk?

Early communication, recovery planning and realistic commitments

20

If your workload exceeded your capacity, how would you handle it?

What would you bring to your manager for a decision?

Clear capacity assessment and proposed trade-offs

Ownership does not mean doing everything alone or working unlimited hours. Look for responsible decisions, clear escalation and reliable follow-through.

Learning, adaptability and leadership

#

Question

Follow-up

Evidence to look for

21

What feedback changed how you work?

What did you do differently afterward?

A concrete behavioral change and reflection on its effect

22

Describe a time a process or tool changed unexpectedly.

How did you learn the new approach?

Practical adaptation and appropriate support-seeking

23

Tell me about helping someone improve a skill.

How did you know your support was useful?

Clear coaching and attention to the learner’s progress

24

Describe a decision you made that affected other people’s workload.

How did you account for their constraints?

Consideration of downstream effects and consultation

25

Tell me about a time you questioned an established practice.

How did you test whether a change was worthwhile?

Constructive challenge, evidence and implementation judgment

For leadership roles, probe team scope, decision authority and results over time. Helping a colleague once is useful evidence of collaboration, but does not by itself establish readiness to manage a team.

10 cross-industry interview questions

General questions help assess shared competencies. Industry questions make the assessment closer to the actual job. Adjust each scenario to the candidate’s expected authority and training.

#

Industry or function

Question

Follow-up

Evidence to look for

26

Software engineering

A release introduces intermittent failures. How would you investigate?

When would you roll back or escalate?

Reproduction, logs, hypotheses, user impact and risk management

27

Healthcare

You notice incomplete information during a patient handoff. What would you do?

What needs clarification before proceeding?

Patient safety, scope of practice, clarification and escalation

28

Sales

A prospect is interested but says the price is too high. How would you respond?

What would you establish before discussing a discount?

Discovery, value alignment and respect for commercial limits

29

Customer support

A customer has contacted support three times about the same issue. What would you do next?

How would you manage expectations if resolution takes time?

Case review, ownership, empathy and a clear update plan

30

Finance and accounting

You find a discrepancy just before a reporting deadline. How would you handle it?

What would you document and communicate?

Reconciliation, materiality, controls and appropriate escalation

31

Manufacturing and operations

Output falls while quality defects rise. How would you investigate?

What would you check before changing the process?

Safety, process data, root-cause investigation and controlled testing

32

Retail and hospitality

Several customers need help at once while a teammate is unavailable. How would you prioritize?

What would you communicate to waiting customers?

Triage, service expectations and use of available support

33

Marketing

A campaign generates leads, but few progress to sales conversations. What would you investigate?

How would you distinguish targeting problems from follow-up problems?

Funnel analysis, lead quality, sales feedback and testable hypotheses

34

HR and recruiting

A hiring manager rejects applicants without explaining why. What would you do?

How would you turn their feedback into usable criteria?

Stakeholder alignment, job-related evidence and documented expectations

35

Logistics and supply chain

A shipment delay threatens a customer commitment. How would you respond?

How would you compare alternative routes or suppliers?

Impact assessment, feasibility, cost and timely communication

A strong answer recognizes limits. For example, a healthcare applicant should act within their role, and an accounting applicant should not bypass controls simply to meet a deadline.

Where hands-on performance matters, pair the interview with a proportionate work sample. Explaining how to debug code, reconcile an account or write customer communication is different from demonstrating that skill.

Five questions for entry-level applicants

Good interview questions to ask candidates should give people a fair opportunity to provide relevant evidence. For entry-level roles, accept examples from coursework, volunteering, internships, community projects or other relevant responsibilities.

#

Question

Follow-up

Evidence to look for

36

Tell me about learning a new skill to complete a task.

How did you check you were using it correctly?

Learning strategy, practice and verification

37

Describe a group project where responsibilities were unclear.

What did you do to clarify your contribution?

Communication and initiative appropriate to the situation

38

Tell me about receiving feedback on something you created.

What did you change?

Receptiveness and a specific improvement

39

Give an example of managing competing commitments.

How did you decide what to do first?

Planning, communication and realistic prioritization

40

If you were assigned a task you did not understand, how would you proceed?

What would you clarify before starting?

Sensible questions and willingness to seek guidance

Evaluate the competency, not the prestige of the setting. A clearly explained community project can provide useful evidence of planning and collaboration.

Follow-up questions that reveal useful detail

When an answer is incomplete, use a neutral prompt:

  • Clarify contribution: What did you personally do?

  • Explore reasoning: Why did you choose that approach?

  • Check alternatives: What other options did you consider?

  • Understand results: What happened, and how did you assess it?

  • Explore learning: What would you do differently now?

Ask one follow-up at a time. Give the candidate space to answer before moving on.

Avoid leading prompts such as, “You escalated it to your manager, right?” That supplies the action you want to hear rather than establishing what happened.

If someone describes confidential work, invite an anonymized example. Do not require names, proprietary figures or protected customer information to make the answer assessable.

For live interviews, JobTwine’s Interviewer Copilot provides contextual prompts based on the interview playbook. Interviewers should decide which prompts are relevant and keep follow-ups aligned with the assessment criteria.

How to assess candidate answers consistently

Define the competency and rating anchors before the interview. The following five-point scale is an illustrative starting framework; replace broad descriptions with examples specific to your role.

Rating

General interpretation

Evidence required

1

Below the required standard

The answer demonstrates an approach that conflicts with essential role requirements

2

Partially meets the standard

Some relevant actions are present, but important steps or reasoning are missing

3

Meets the standard

The answer demonstrates the expected actions and judgment for the role

4

Exceeds the standard

The answer adds effective trade-off management, prevention or coordination beyond the baseline

5

Substantially exceeds the standard

The answer demonstrates advanced performance at the scope relevant to the position

Not assessed

Insufficient evidence to rate

Record the missing information and identify whether another assessment is needed

Missing evidence is not automatically evidence of poor performance. Use “not assessed” when the interview did not establish enough information. A score of 1 should reflect demonstrated shortcomings against defined criteria.

Avoid awarding points simply because an answer follows the Situation, Task, Action, Result format. STAR can help organize an example, but the assessment should focus on what the candidate did and whether it meets the role’s requirements.

Completed assessment example: prioritization

Question: Tell me about a time when two important deadlines conflicted. How did you decide what came first?

Competency: Prioritization for a customer support specialist.

Illustrative rating anchors:

  • 1: Chooses arbitrarily or ignores a known urgent customer risk without communicating.

  • 3: Checks urgency, customer impact and deadlines; confirms priorities where necessary; communicates revised timing.

  • 5: Meets the baseline and addresses recurring conflicts with a useful, repeatable triage process appropriate to the role.

Fictional candidate answer: “An account-access incident arrived while I was preparing a weekly report. I confirmed that the incident blocked the customer’s team, checked the response target and told my manager the report would be delayed. We agreed to prioritize the incident. I updated the report owner, resolved the access issue and completed the report later that afternoon.”

Assessment field

Completed example

Supporting evidence

Checked customer impact and response target; confirmed the trade-off; communicated revised timing

Rating

3/5: meets the illustrative standard

Evidence gap

No detail about whether this was a recurring conflict or whether a process improvement followed

Follow-up

Did this type of conflict happen again, and did you change how you handled it?

Decision implication

Supports prioritization at the expected level; other competencies still require assessment

This example is instructional, not a JobTwine customer result or a validated selection instrument.

Score independently before the panel discussion. During the debrief, compare the evidence behind ratings and identify where interviewers applied different standards.

JobTwine’s AI Smart Feedback supports competency-based scorecards and evidence recording. Recruiters and hiring managers should review the output and retain responsibility for progression and hiring decisions.

A practical 30-minute interview plan

Use fewer questions when answers need depth. The plan below is an example, not a required question count.

Time

Activity

Purpose

0–3 minutes

Explain the role, interview structure and note-taking

Establish expectations

3–8 minutes

Ask one relevant-experience question

Clarify scope and contribution

8–20 minutes

Ask two competency questions with follow-ups

Gather evidence on priority requirements

20–25 minutes

Ask one role-specific scenario

Explore practical judgment

25–30 minutes

Invite candidate questions and explain next steps

Support a two-way conversation

Complete the scorecard immediately afterward. If the interview cannot cover all essential requirements, assign the remaining areas to another stage rather than rushing through the question bank.

Interview questions to avoid or reframe

Keep questions connected to the work. Replace vague personality tests, trick questions and requests for irrelevant personal information with assessable job-related prompts.

Avoid

Use instead

Assessment purpose

What is your biggest weakness?

Which job-related skill are you developing, and what have you done to improve it?

Learning and self-awareness

Are you a team player?

Describe a project where people disagreed about priorities. What did you do?

Collaboration

Can you handle pressure?

Tell me about a time your workload exceeded your capacity. How did you respond?

Prioritization and escalation

Would you fit our culture?

Describe how you worked effectively with people who had different working preferences.

Job-related collaboration

What animal would you be?

Ask a realistic scenario drawn from the role’s responsibilities

Relevant judgment

Considerations for US hiring teams

Before a job offer, the EEOC’s guidance on hiring inquiries restricts disability-related questions and questions likely to reveal a disability. It also prohibits inquiries about genetic information, including family medical history. Employers can ask candidates to describe or demonstrate how they would perform specific job tasks; accommodation inquiries have specific rules.

Keep personal topics such as family plans, religion and unrelated medical history out of the assessment. Use approved wording for job requirements, availability and work authorization. Have HR or legal counsel review the question set for applicable federal, state and local requirements.

A structured question bank supports consistency; it does not by itself guarantee legal compliance or eliminate bias.

Turn the question bank into a repeatable hiring process

The useful output of an interview is a clear record of the candidate’s evidence against the role’s requirements.

Before the next hiring round, select the competencies, agree on the questions and rating anchors, and assign each interviewer an assessment area. Afterward, review score differences and missing evidence before deciding on next steps.

JobTwine connects role-specific interview playbooks, live interviewer guidance and structured feedback within the hiring workflow. Your team reviews the evidence and makes the hiring decision.

Want to apply this question bank to an open role? Book a JobTwine demo to discuss how your team could build questions, guide interviews and review candidate evidence in one workflow.

Frequently asked questions

What are good interview questions to ask candidates?

Good questions ask candidates for evidence of relevant experience, problem-solving, collaboration, prioritization and learning. Ask for a specific example, clarify the candidate’s contribution and assess the answer against job-related criteria.

What applicant interview questions should recruiters ask first?

Start with relevant experience: “Which previous project or responsibility best prepares you for this role, and what did you personally deliver?” Then move to the competencies that matter most for the position.

How many questions should you ask in a 30-minute interview?

Four core questions with focused follow-ups can work for a 30-minute interview when you also leave time for introductions and candidate questions. Adjust the number to the complexity of the role and the evidence needed.

Should every candidate receive the same interview questions?

For the same role and stage, use the same core questions and rating criteria. Use neutral clarifying follow-ups to explore individual answers while keeping the assessment purpose consistent.

What is the difference between behavioral and situational questions?

Behavioral questions ask what a candidate did previously. Situational questions ask what they would do in a hypothetical scenario. Both can explore job-related competencies, but hypothetical reasoning does not establish demonstrated experience.

How do you assess candidates with little work experience?

Accept relevant examples from education, volunteering, internships and projects. Use realistic situational questions where appropriate and assess against entry-level expectations.

Can AI help create interview questions?

AI can draft questions, follow-ups and evaluation criteria from a job description. Hiring teams should review them for relevance, accuracy, accessibility and consistency before use, and review any AI-generated assessment before making decisions.