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Six interview questions that reveal what a candidate knows, how they think, and whether they can strengthen your business.
A polished résumé starts the conversation. A thoughtful interview shows you what a candidate can actually deliver.
Many job seekers now use AI to describe their experience and prepare for interviews. That doesn’t make them any less qualified. It does mean hiring managers need questions that go past the presentation and into how someone really works.
At Financial Talent Group, we see every day what separates a strong hire from a strong interview. Our advice is simple: approach each candidate with curiosity, and build confidence through evidence. Give people room to show what they know, how they make decisions, and where technology makes their work better.
The six questions below will help you get there.
QUESTION 1 · OWNERSHIP
“Pick an accomplishment from your résumé. Walk me through what you personally did.”
Follow up: Where did things stand when you started? Which decisions were yours? Who else contributed? What changed as a result?
Listen for: A clear line from the candidate’s actions to the outcome. Strong answers describe both personal ownership and teamwork, without claiming credit for everything.
FTG INSIGHT
“We reduced costs” is where the conversation starts, not where it ends. A result means far more once you understand the candidate’s role in producing it.
QUESTION 2 · WORKING KNOWLEDGE
“Walk me through a core part of this role, from start to finish.”
Choose a task that is essential to the position, such as preparing a forecast, resolving an account discrepancy, handling an employee issue, or delivering a project.
Follow up: Where do mistakes usually happen? What do you check before you call the work complete? When would you bring someone else in?
Listen for: A logical sequence, practical detail, built-in quality checks, and an understanding of what happens downstream.
FTG INSIGHT
Knowing the terminology is a good sign. Being able to explain the work, anticipate problems, and spot exceptions is much stronger evidence of real working knowledge.
QUESTION 3 · IMPROVEMENT
“Tell me about a process you improved. How did you know it needed to change?”
Follow up: What did you look into? What alternatives did you consider? How did you measure whether the change worked?
Listen for: A clearly defined problem, a thoughtful response, and results backed by evidence. Improvements might show up as better accuracy, service, or visibility, reduced risk, or time saved.
FTG INSIGHT
Ask what happened after the change went live. Lasting improvements usually depend on training, documentation, and follow-through, not just a new tool.
QUESTION 4 · CRITICAL THINKING
“Tell me about a time the information pointed one way, but you questioned the conclusion.”
Follow up: What raised your concern? What did you verify? What evidence would have changed your mind?
Listen for: A willingness to test assumptions, find the right information, and change course when the facts call for it.
FTG INSIGHT
Critical thinking includes knowing when you don’t yet have enough information. A candidate who asks you a sharp clarifying question may be showing exactly the judgment your team needs.
QUESTION 5 · USING AI WELL
“Give me an example of using AI as a thought partner in your work.”
Follow up: What were you trying to accomplish? What context did you give it? How did you check the response? What did you change or reject, and why?
Listen for: Purposeful use, such as exploring options, challenging assumptions, organizing ideas, or drafting a first approach. Strong answers also explain how the candidate confirmed key facts and protected confidential information.
If the candidate hasn’t had access to approved AI tools, offer a hypothetical scenario and ask how they would approach it.
FTG INSIGHT
Knowing a tool and using good judgment are two different skills. The most revealing question you can ask is: “How did you decide the output was reliable enough to use?”
QUESTION 6 · ACCOUNTABILITY
“Where do you draw the line between using AI and relying on your own expertise?”
Follow up: What would need independent verification, human review, or escalation? Who is accountable for the final work?
Listen for: Boundaries that fit the role, your organization’s policies, and the real cost of an error.
FTG INSIGHT
Using AI well takes enough subject knowledge to spot an incomplete answer, question an assumption, and own the final decision.
Add a short work sample
For skills that are critical to the role, pair the interview with a brief, realistic exercise. Ask a finance candidate to review a sample variance report, an operations candidate to prioritize competing deadlines, or a manager to respond to a team scenario.
Have them explain their reasoning, point out any missing information, and describe what they would verify next. Be clear about whether AI is allowed, and keep the conditions the same for every candidate.
Keep the exercise focused, proportionate to the role, and free of confidential business information. Done well, it lets candidates show you work that looks like the real job.
Evaluate every candidate the same way
Before interviews begin, define the essential capabilities for the role and what a strong answer looks like. Ask every candidate the same core questions and score them against the same criteria. These are the foundations of structured interviewing, and they lead to fairer, more confident hiring decisions.
As you interview, capture evidence in five areas: knowledge, ownership, judgment, improvement, and responsible use of technology. Give candidates time to think and explain. A smooth answer deserves a follow-up question, and a hesitant one deserves a second look.
The goal is to learn whether someone can do the work, make it better, and use sound judgment when the answer isn’t obvious. The right questions give qualified candidates the chance to show you.
PARTNER WITH FTG
Let’s find your next great hire, together.
At Financial Talent Group, we look beyond the résumé. We ask deeper questions to understand each candidate’s skills, judgment, and the contribution they can make to your team.
We bring the same consultative approach to job seekers, exploring fit in skills, culture, and career goals so that both sides are set up for lasting success.
Have a role to fill? Contact FTG to start your next search.
