Showing posts with label Interview. Show all posts
Showing posts with label Interview. Show all posts

Thursday, November 20, 2025

What Behavioral Interview Questions Are Really Trying to Find Out

Most people have heard of behavioral interview questions, but very few understand what they are actually designed to uncover. Questions like “Tell me about a time when…” can feel vague or tricky, but there is a clear purpose behind them.

Behavioral questions are not about remembering every past project or giving a perfect story. They are used to understand how you work. How you think, how you collaborate, how you make decisions, and how you respond when things are challenging.

Interviewers cannot simply ask, “Are you a good person to work with?” because everyone would say yes. Instead, they ask for specific examples that show how you behave in real situations. Your stories reveal whether you take ownership, work well with others, navigate conflict wisely, lead effectively, and handle setbacks with resilience.

Once you understand this, you can answer with more clarity and confidence. You can focus on what they truly want to learn about you, not just the surface-level question.


To start, here are the six major categories behavioral questions often fall into, along with what each one is trying to uncover.


1. Teamwork

  • You collaborate effectively with others.
  • You communicate clearly and keep people in the loop.
  • You are someone people enjoy working with.


What they are looking for:

Whether you can work well with others, contribute to the team, and be someone people trust and want on their projects.


Example questions:

  • Tell me about a time you worked closely with others to achieve a goal. What was your role and how did you contribute to the team’s success?
  • Describe a time when you had to adjust your style to work more effectively with a teammate or stakeholder.



2. Conflict Handling

  • You can mediate disagreements in a calm and constructive way.
  • You can work with difficult personalities without avoiding or escalating.
  • You can juggle conflicting priorities and still move things forward.


What they are looking for:

How you navigate disagreements, difficult people, and competing demands without creating drama or dropping the ball.


Example questions:

  • Tell me about a time you disagreed strongly with a coworker or manager. How did you handle it and what was the outcome?
  • Describe a situation where you had to manage several conflicting priorities. How did you decide what to do first?



3. Self-Leadership / Work Ethic

  • You take initiative instead of waiting to be told what to do.
  • You show ownership and take responsibility when things go wrong.
  • You are reliable and follow through on your commitments.
  • You are willing to take smart, calculated risks.
  • You consider what is best for the team, not only for yourself.


What they are looking for:

Whether you manage yourself well, take responsibility, and act like someone others can depend on.


Example questions:

  • Tell me about a time you saw a problem or opportunity and took initiative without being asked. What did you do?
  • Describe a situation where something did not go as planned and you took responsibility. How did you handle it?



4. Leadership

  • You motivate people and help them stay engaged.
  • You lead by example in your behavior and work.
  • You influence others, even when you are not the formal leader.


What they are looking for:

How you guide, support, and influence others toward a goal, with or without a title.


Example questions:

  • Tell me about a time you led others through a change or challenge. What did you do and what happened?
  • Describe a situation where you had to influence someone who did not report to you. How did you approach it?



5. Resilience

  • You handle failure or setbacks without giving up.
  • You deal with stress and pressure in a healthy, productive way.


What they are looking for:

How you respond when things are hard, and whether you can recover, learn, and keep going.


Example questions:

  • Tell me about a time you failed or something went very wrong. How did you respond and what did you learn?
  • Describe a time when you were under significant pressure. How did you manage yourself and your work?



6. Problem Solving

  • You are resourceful when you do not have everything you need.
  • You use creativity to find new or better solutions.
  • You think analytically and break down complex problems.
  • You stay determined when solving difficult problems.
  • You focus on outcomes and getting results.


What they are looking for:

How you approach challenges, think things through, and turn ideas into concrete results.


Example questions:

  • Tell me about a complex problem you solved. How did you approach it and what was the result?
  • Describe a time when you had limited information or resources but still had to move forward. What did you do?

Thursday, August 7, 2025

Resume Tips for a Successful Career Change

Are you making a career change? Maybe from one industry to another, or from one function to another. You’re probably excited, but at the same time, that little voice creeps in: How do I make my resume make sense to someone in a completely different world?


I’ve been there. In 2008, I was trying to break into industry from academia, right in the middle of a global financial crisis. I went to every job fair, handed out resumes to every recruiter I could find, but all I heard was:


“Well… you don’t have industry experience.”


Although it was true that I didn’t have direct industry experience, looking back, one of the biggest reasons I heard that response was because of my resume.


A resume is your message to introduce who you are and why you might be exactly the candidate they’ve been looking for, especially to someone who has never met you. It should make them feel you’re the right person for the role. Back then, I didn’t understand that at all. Instead, I handed out a seven-page CV crammed with everything I had ever done: my full education history, a long publication list, exhaustive skill inventories, every conference talk I’d ever given.


If I saw that kind of resume now, I’d pass. I would think, This candidate isn’t ready for industry at all. And now I understand exactly why recruiters felt that way.


It took me years to really learn what I was doing wrong and how to fix it. Here’s what I wish I had known then.



1. Speak Their Language


My first mistake was the seven-page CV. In the tech industry I was trying to enter, a one-page resume was the norm. That alone was a red flag that I didn’t understand how things worked in their world.


But it’s not just about length, it’s about language. Different fields use different words for similar work. One of my clients, who was moving from consulting to product operations, discovered that much of the actual work was the same, but the terminology was different. Once she replaced consulting jargon with product ops terminology, her resume immediately felt familiar and relevant to hiring managers.


Even if what you’ve done is exactly the same as what they do, you need to say it in their words. That choice of language signals that you understand their work and that you’ve done your homework.



2. Identify Your Transferable Skills


When you’re changing industries, it’s easy to assume your previous experience doesn’t count in the new context. But that’s rarely true. The skills you’ve built, such as problem solving, leadership, technical know-how, and communication, don’t disappear just because you’re pivoting. You just need to see them clearly.


From my physics background, here’s what I eventually realized:

  • Analyzing experimental data → a strong foundation in problem-solving, statistics, and coding.
  • Writing peer-reviewed journals → research, writing, and persuasive communication.
  • Presenting at conferences → public speaking and technical presentation skills.
  • Leading a research group → leadership, coordination, and project management.


The key is to start by mapping everything you’ve done to the core skills that matter in your new field before you even think about how to phrase them.



3. Translate Them Into Industry Keywords


Once you’ve identified your transferable skills, the next step is to express them in the language your new industry uses and in the exact keywords that will grab attention.


For example, I learned that “physics analysis” was meaningless to a hiring manager in tech, but “statistical analysis and coding in Python” was instantly recognizable.

  • “Presented at international physics conferences” became “delivered technical presentations to audiences of 200+.”
  • “Led a particle physics research group” became “managed cross-functional teams to deliver complex projects on tight deadlines.”


If you skip this step, you force the recruiter or hiring manager to mentally translate your background into their terms, and the truth is, most won’t take the time. Make the connection obvious.



4. Highlight Your Unique Strengths


Beyond the core skills, you bring something that most people in your target field won’t have. That unique edge often comes directly from your previous career, and it can set you apart if you present it the right way.


For example, I never knew my knowledge in hardware and Linux systems was useful in tech. It was just part of my work as an experimental physicist, so I didn’t think to include it. Those skills were rarely listed in job descriptions for data science roles, but in interviews, they became a surprising bonus.


If you’re not sure what your hidden strengths are, talk to people who understand both your current field and your target one. Informational interviews and networking can help you see yourself through the eyes of someone who knows what would stand out.



5. Show Your Passion


When I interview candidates making the jump from academia, the biggest red flag isn’t the lack of industry experience, it’s the lack of genuine excitement about the work. If your main motivation is “I want a higher-paying job,” that’s exactly what will come across. To a hiring manager, that suggests you might not truly care about the role or the company’s mission, and that you’re simply looking for a paycheck.


Hiring managers want people who are eager to contribute, curious about the challenges, and genuinely interested in the work. That enthusiasm can be the deciding factor between two equally qualified candidates.


So in your resume, and in interviews, make it clear why you’re making this pivot, what you’ve done to prepare, and what excites you about the problems you’ll get to solve.



Final Thoughts


At the end of the day, your resume is a message to someone who doesn’t know you at all. Picture that person sitting with your resume in hand. What do they want? What worries do they have about hiring someone from outside their industry?


Knowing that, decide what you want them to understand about you and present it in a way they can grasp immediately, without having to do any mental translation.


That’s when your resume stops being just a record of your past and becomes a bridge to your future.

Monday, May 19, 2025

The Interview Framework That Makes You Stand Out

When we think of interviews, especially high-stakes ones, we often picture a rapid-fire exchange—questions flying in, answers flying out. But the candidates who truly stand out aren’t the ones who respond the fastest. They’re the ones who think deliberately, engage deeply, and communicate with structure and clarity.

Here’s a powerful framework I often share with clients. It’s designed to help you slow down, get your footing, and own the conversation—even in the trickiest interview moments.


1. Listen

This may sound obvious, but most people presumptuously assume what the question is about and rush to deliver a prepared answer.

  • Listen carefully to what the interviewer is asking.
  • Pay attention to why they might be asking it—what are they trying to uncover?
  • Listen to how they’re framing the problem.
  • Take quick notes to capture key phrases, constraints, or signals about what matters to them.

2. Ask

Don’t rush into an answer. Instead, confirm your understanding is correct, by asking clarification questions.

  • Clarify the scope: “Are you looking for a high-level strategy or more tactical steps?”
  • If something feels vague, ask for specifics: “When you say X, do you mean…?”
  • If no question comes to mind, share your initial thinking approach: “Here’s what I hear and how I’d like to approach this—does that sound reasonable?”

This shows confidence, thoughtfulness, and collaboration.


3. Pause

This is your secret weapon.

  • Take at least 10 seconds, ideally closer to 20, to think.
  • Jot down your structure or the path you want to take.
  • The silence may feel uncomfortable—but it reads as poised and thoughtful.

4. Approach

Before jumping into the full answer, map out how you’ll tackle it.

  • Decide what framework you’ll use (e.g., prioritization, trade-offs, root cause).
  • Go broad first—list 4–5 possible solutions or approaches.
  • Then go deep—choose one, and explain why you think it’s best.

Avoid over-applying frameworks; use them to clarify, not to impress.


5. Answer

Now, walk through your response.

  • Use clear signposts to guide the interviewer:
    • “Here’s the first thing I’d consider…”
    • “Now moving to the second part…”
  • Anchor your answer in specifics, and don’t assume they’re following your thoughts—show them where you are.


6. Pivot & Check-In

Stay agile. Periodically check in: “Am I on the right track here?”

  • If you realize mid-answer that you’re heading in the wrong direction, own the pivot“Actually, I want to pause and revise my approach because I think there’s a better way to tackle this…”
  • Then explain why.

This shows that you’re not afraid to acknowledge a misstep and are willing to pivot thoughtfully toward a stronger solution.


7. Summarize

Wrap up with clarity.

  • Summarize your key points so the takeaway is unmistakable.
  • If appropriate, add a brief caveat: “Of course, this would depend on the company’s priorities and available data…”


Mastering this approach doesn’t just help you answer better—it helps you think, communicate, and lead more effectively under pressure.

If you want to build confidence and practice applying this in real interviews, I’d love to help. Feel free to reach out if you’re interested in working together.


Thursday, March 27, 2025

Outreach Tips for Building New Connections

Networking is more important than ever when it comes to creating opportunities. But reaching out to someone you don’t know can feel intimidating.


The key question to ask yourself is: Why would this person make time for me?


If your request feels too big or unclear, it can create discomfort. If they don’t know what you want to talk about, they may hesitate to respond. Make your request clear and specific so they can easily imagine what the conversation will be about. When people know what to expect, they’re much more likely to say yes.


  • Keep it short—ask for 20 minutes. It’s long enough to have a meaningful conversation but short enough to feel like a small ask. And if things go well, it can naturally extend to 30 minutes, as most meetings start on the hour or half-hour.
  • Make it easy to say yes. Most professionals are happy to help, but asking for a referral, resume review, or introduction right away can feel like too much. Instead, start by asking for insights and advice—this makes the conversation feel lighter and more enjoyable.
  • Be upfront about your topic. If you say you want to talk about their career journey, stick to it—don’t surprise them with a request for a job. However, if the conversation naturally flows into that, great!


Think of this as opening a relationship, not just a one-time conversation. The most important thing is leaving a strong impression—that you’re smart, capable, and great to work with. That way, when opportunities come up in the future, they’ll think of you.



Here Are Some Ways You Can Request a Chat


Now that you know how to approach these conversations, here are six ways to phrase your request depending on the situation. Try the approach that feels right for you, and test it out. If you’re reaching out to multiple people, track what works best across industries, functions, and company sizes—you might notice interesting patterns!


1️⃣ Interest in Their Role/Experience

👉 “I’m interested in a role similar to yours at [Company] and would love to hear about your experience. What do you enjoy most, and what challenges have you faced? I have a few questions and would appreciate your insights. Would you be open to a 20-minute chat?”


2️⃣ Reference Their Work or Thought Leadership

👉 “I read your work on [topic] and found it really insightful. I have a few questions about your approach and some ideas I’d love to get your thoughts on. Would you be open to a 20-minute chat?”


3️⃣ Mutual Connection or Common Interest

👉 “I was speaking with [mutual connection], and they mentioned you’d be a great person to learn from about [topic]. I’d love to hear how you approached [specific challenge or transition] and ask a few quick questions. Would you be open to a 20-minute chat?”


4️⃣ Specific Career Transition or Advice

👉 “I’m transitioning into [industry/role] and noticed you made a similar move from [previous role] to [current role]. I’d love to hear what helped you the most during that transition and ask a few questions. Would you be open to a 20-minute chat?”


5️⃣ Company or Team-Specific Interest

👉 “I’ve heard great things about [Company], especially [specific aspect—e.g., its reputation, culture, or innovation in X]. I’d love to learn more about what it’s like to work there and how your team approaches [relevant topic]. Would you be open to a 20-minute chat?”


6️⃣ Direct & Concise Approach

👉 “I admire your work in [industry/field] and would love to learn from your experience. Specifically, I’d love to ask about [topic, e.g., how you navigated leadership growth in tech]. Would you be open to a 20-minute chat?”



Build Relationships That Open Doors


Networking isn’t just about one conversation—it’s about building long-term relationships. Every great career opportunity starts with a connection, and the more conversations you have, the more doors you open.


If you need help crafting the right message or navigating networking conversations, feel free to reach out—I’d be happy to help! 

Tuesday, February 4, 2025

What’s Networking For Anyways?

Have you ever thought this? I have.

In my early career, I was told I was great at my work, but nobody knew me. “You need to network more,” they said. So, as someone who jumps in and tries things quickly, I started going to networking events.

I’d walk into a room where everyone was talking in small groups, clearly knowing each other and enjoying their conversations. Some turned and waved, but no one approached me. I stood there, feeling like an outsider. “I’m in the wrong place,” I’d think.

Even when I did talk to people, I walked away feeling like it was completely useless. We chitchatted a little, and then what? How was that supposed to help my career?

So I stopped going.

Then, over time, I started to really understand what networking is for and how it can actually work. And the reason I bring this up now? Networking is more important than ever for job searching.

Back in the day, you’d submit applications, get callbacks, go through interviews, and land offers. But now? Many people say they don’t get any callbacks at all. The market has changed. That’s why proactively meeting people before you need them is more critical than ever.


The Myths of Networking (Well… My Myths)


Here’s what I used to believe about networking:

1️⃣ It’s only useful if the person has a job for me. If they weren’t in my function or didn’t have open roles, why bother?

2️⃣ If I meet someone hiring, I should ask them to connect me to the manager or pass along my résumé. That’s the whole point, right?

3️⃣ I’m there to meet these ‘useful’ people. The ones who could give me something.


The Truth


Turns out, I had it all wrong.

People aren’t there for you—they’re there because they need something too. If you listen to them, you’ll often find ways to help. And when you focus on what others need, they naturally start thinking about how they can help you too.

Don’t ask for favors—become the kind of person people want to recommend. Instead of saying, “Can you introduce me?” show up as someone they want to introduce. The best connections happen when people volunteer to help: “Hey, are you looking for a job? I’d love to connect you with our hiring manager.”

✅ Everyone you meet can be “useful” in some way. Maybe not by giving you a job, but by helping you refine your introduction, show up with different energy, or test how you share your insights in different ways. The more open your intentions, the more valuable the experience becomes.


How to Make the Most of Networking Events


So how do you shift your approach and make networking work for you? Here’s what helped me:

1️⃣ Let Go of Expectations
Don’t walk in thinking, I need to meet a hiring manager in X industry. Instead, shift your mindset to curiosity: Who will I meet today? What new perspectives can I gain? Try experimenting—introduce yourself in different ways, adjust your energy, and notice what resonates. The best opportunities often come from unexpected places.

2️⃣ Be the Connector
Ever notice how event organizers greet people at the door, but once inside, you feel like an outsider? Truth is, most people feel this way. So take the lead—introduce people, start conversations, and make others feel welcome. That’s leadership too.

3️⃣ Focus on Helping First
Instead of thinking, Who here can help me?, be the one to offer help first. Ask about their challenges. Share an insight, connect them with someone, or recommend a useful resource. Real relationships form when you create value for others.

4️⃣ Lead with Passion, Not Just a Title
When someone asks, What do you do?, don’t just state your job title—share why you love what you do. Passion is contagious, and people believe that passionate people are great at what they do. If you’re not excited about your work, ask yourself why—that might be the most important question to reflect on.

5️⃣ Show Up Like a Consultant
If you meet someone in your target industry, don’t say, I’m looking for a job. Instead, ask smart questions: What’s the biggest challenge your team is facing? What’s working well? What’s missing? Share your perspective and insights.

I once had a conversation with someone who worked closely with a data science team. We talked about their challenges, and by the end, she said, I want to work with you. Are you looking for a job? Our data science team needs a leader right now.


Making Networking Work for You


Networking isn’t just about luck or finding the right person at the right time. It’s an opportunity to practice how you show up, engage, and offer value. It’s a space to refine your leadership presence, build genuine connections, and see what resonates.

Some of the people you meet will remember you, refer you, and maybe even work with you—but that’s just a nice bonus.

💡 In my recent interview with Jackie Santayana, we talked about her networking tips and experiences—how she built relationships, navigated career shifts, and positioned herself for leadership. Watch it here.