How to Ace Director, VP and CPO Interviews (Former CPO Mock Interview)

Prasad Reddy 0:00 These roles pay $500,000 to over a million. The questions barely change from senior PM to CPO, and almost nobody prepares for them correctly.

Aakash Gupta 0:10 Meet Prasad Reddy, former CPO, VP of Product, with over 26-plus years of experience in product management. Can you show us what a real CPO quality answer looks like?

Prasad Reddy 0:20 This was the conundrum we had about, "Hey, do we put in more features or do we tackle tech debt?" Then the conversation is about it's not an either/or, but it's more of really priority.

Aakash Gupta 0:32 How do you raise the bar on a PM team you inherit?

Prasad Reddy 0:34 The bar problem you mentioned, it wasn't about talent. It was that each of these businesses had its own idea of what good looked like, so each of these product managers had their own bar. My goal and responsibility is: how do I actually bring them under this one umbrella and set the bar?

Aakash Gupta 0:55 If you want even deeper mock interviews with me and Prasad, like the ones you're about to see in this video, be sure to check out our Land PM Job cohort. And now, I'm so excited to share this deep dive. We're gonna start with the question categories you can expect. We're gonna do

Aakash Gupta 1:10 a real mock, and then we'll discuss. If you stay till the end of this episode, you will have a proven way to understand how to respond at director, VP, and even CPO level, as well as a better understanding of what questions you can actually expect. So let's get right into it. Product leadership interviews can be the difference between a $500,000 offer and a $550,000 offer, and it can be the difference between getting a director-level offer or getting a group PM offer, or getting a VP offer or a senior director offer. You have to calibrate your response to the level you are targeting, and the rewards can be absolutely enormous. Nikhil Singhal just broke word that he talked to several executives in Silicon Valley with $10 million pay packages. Even if you're not getting a $10 million offer, in the United States, these are the typical pay bands: director of products are often making half a million dollars or a little less than half a million dollars, VPs of product are regularly making $700,000, and CPOs are often above a million dollars, around the $1.2 million range. This is gonna vary heavily by size of company. The bigger the company, you're gonna get paid more. And how sexy the company is and what space it is in. Certain spaces like healthcare and financial services pay less. Other spaces like AI pay more. But the point is, as you move up the PM ladder, that is when the earnings are gonna come to you.

Prasad Reddy 2:32 In fact, I have seen and experienced the same thing. I started product management almost 20 years ago. Uh, it took me almost 18... Seven- 17, 18 years to get to

Prasad Reddy 2:45 the CPO level, and, uh, I have seen the pay jump all along the way, and would love and happy to share all the learnings here that is gonna help boost your career.

Aakash Gupta 2:57 So we've mapped 90 questions across the most popular categories that you are likely to see in leadership interviews. Do you just wanna name these?

Prasad Reddy 3:06 Yeah. Um, cou- couple of things, as you can see here, but today's, uh, focus is gonna be on leadership and people, and we're gonna be spending the next 45 minutes on it. But as you can see, the 90 questions are spread across multiple areas of product. Again, these are mostly soft skills and nothing to do with real hardcore PM, uh, skills.

Aakash Gupta 3:30 So the type of questions you can expect in the leadership bucket: "Tell me about a time you had to fire someone." We're gonna cover that in a mock. But there's also categories like strategy and vision. "What is your product vision process? How far out should a roadmap actually go?" There's also gonna be execution and operations questions. "How do you balance feature velocity and tech debt?" We'll do a mock on that today. Then there's product judgment. "Tell me about a time you built a product feature that you were really proud of. What product opinion have you changed?" They'll also ask about business and P&L. Especially since 2020, this has become a really important thing for leaders. "Walk me through the P&L of your last product," for instance. And then they're gonna talk about the CEO, board, and stakeholders. Of course, they always have, but you can expect questions like, "How do you work with a founder who overrules you?" And then in the career bucket, you'll get the normal questions, "Tell me about yourself," but you'll also see things like, "What would your last CEO say about you?" And those are really important ones to be able to answer at the level you wanna achieve. Finally, you get change and culture. "Tell me about how you've led through a

Aakash Gupta 4:35 reorg." This is one of the most important areas for leaders, and they wanna understand the nitty-gritty. So you can see there's a whole host of mainly behavioral questions that you're gonna get in the product leadership interview. We are going to now mock the hardest ones. All right, Prasad, let's get into the mock, the hard question, but the one that they asked me a bunch of times: "Tell me about a time you had to fire someone."

Prasad Reddy 4:57 Yes, unfortunately, I have to... I had to do this, um, a few times in my career, but let me take up, uh, this one particular instance. Um, this was a startup in my first, uh, product leadership role. Uh, we were trying to launch a regulated, first-of-its-kind prescription therapy into market that has huge implicat- implications in terms of, uh, FDA clearance. And I hired this one particular person that came from a consumer background that was moving fast, and I believed he was the right fit. And, uh, three months into it, um, one of the patterns that has emerged was that this particular product manager was missing on the details in terms of traceability, which is actually one of the most important things in terms of FDA clearance is concerned. I had a conversation with this particular ma- this particular, uh, product manager, but then, again, three months later, the same pattern existed. One day, my head of quality actually showed up and showed me about 14, 15 requirements that n- did not have traceability. So I had to really sit down with this, um- A particular person, even though we had this conversation three months ago, and there were checks and balances, and then the pr-product manager was continuing to miss on the key and the most important deliverables. I h- I sat down with HR

Prasad Reddy 6:25 and had to make a call midweek, which was actually a Tuesday afternoon, and let this, uh, product manager go. I definitely have a lot of learnings out of it, and the part I got wrong was the six months before that. I hired them. Every week I didn't act was a week I didn't have to say out loud that I hired the wrong person.

Aakash Gupta 6:44 All right. Great, Prasad. So I think I wanna highlight three things that you did well in this answer. So the first is you demonstrated that you've done this, it was hard, and you've learned from it. I think the beginning of it where you say, "Hey, I've had to do this, unfortunately, a few times," and the end where you say, "I certainly learned from it and this was my mistake," those feel like somebody who is very senior, who's not only gone through it, but they've had a chance to reflect. So I think that's the first good thing you did. The second good thing is that there were enough specifics for me to really follow along as a listener. You didn't go on and on for three minutes, but you were able to cover, okay, this was a first of its kind regulatory product. Traceability matters. This person came from consumer. They didn't have traceability. I told them about it. They didn't execute over 60 days or in three months. So I think that was all cool, too. And the third thing that I would say is that you showed that you can handle it with grace. You talked about little details like, "We gave him the plan. I had to make the decision on a Tuesday. My head of quality came in." And so it didn't seem like, oh, you made a mistake, because one of the secret tests they're having here is did this-- can this person hire well? Can this person fire well? And you didn't do that. So I would say those are the three important things. Are there any other things you'd say you were adding that you were trying to really demonstrate?

Prasad Reddy 8:07 No, I think that you, you sort of nailed that. Again, end of the day, um, at a leadership level, you have to own your decisions, and in this case, I think I did.

Aakash Gupta 8:18 All right. So I would give that, like, roughly 8.25 out of 10. I think that the story detail was there. I think if you even potentially said it a few more times, you could potentially, like, increase your gravitas. And so that's, like, the thing. Like, we're doing this as a live mock, guys, on this video, but for your answers, you can go even further. We're showing you step one, probably a passing answer. We feel like a good answer, probably best calibrated for, like, roughly that director level because he was firing a senior IC PM. If you were going for a CPO role, you'd wanna think about, well, what about

Aakash Gupta 8:55 a time you had to fire a director or a VP to make sure that it's calibrated for that level. All right. So speaking about levels, let's move into the next question, which is: How do you balance feature velocity and tech debt?

Prasad Reddy 9:07 Great question. Again, the same question, different responses at a different level. I'm gonna pick, uh, maybe two, maybe three in terms of how this, um, feature velocity versus tech debt really comes into play. Let's talk at the lowest level. In this case, we were talking about at a group product manager level. This is always done at their counterpart in terms of at a sprint level with an engineering manager saying, "Hey, for this sprint, here is how we're going to ago- negotiate between features and tech debt." So now let's really look at it in terms of, uh, at a higher level. Let's say a senior director level. At a senior director level, the stakes are much higher. More importantly, at a senior director level, you are going to be held responsible for your decisions. So you have to look at these trade-offs way beyond a sprint. You're really looking at it in terms of a, a quarter or a two-quarter level and saying, "How are these trade-offs going to be, uh, prioritized?" And more importantly, at that level, you're also looking at it in a, a business perspective, spending time with sales and marketing folks to, to take their input into your decision-making in terms of feature velocity and tech debt. Um, but then from a senior director, let's say we move on to a VP or a CPO level, depending upon a company size. Now you're really starting to think about not just from a product velocity perspective, but you're also really thinking at a business level in terms of, "Hey, how does this actually help us get to in terms of our, uh, KPIs and goals in terms of revenue and product metrics for the year or for a year two?" And then also, you're also going to be thinking about it in terms of margin, because now at this VP and a CPO level, your discussions are with the, um, CFO level and the CEO level. So you also have

Prasad Reddy 11:15 to consider the fact that you're gonna be, uh, challenged on the margins.

Aakash Gupta 11:19 Okay, awesome. I think I get it. So can you show us what a really good CPO-level response sounds like?

Prasad Reddy 11:25 Yeah. Absolutely. So let's take this scenario. When I was at, uh, Danaher, uh, one of the things that was happening was, especially coordinating between multiple operating systems, the tech debt was sliding, and it actually already slid by three quarters. So what this really did was, when I was sitting down with the CFO and talking about the P&L perspective, what this was doing was it was adding Complexity in terms of, um, the team-- abilities of the team to ship at a, a greater velocity. That's one item. The other thing we noticed in terms of the P&L was it was actually costing us a lot more to serve the existing customers because the tech debt wasn't allowing us to scale in terms of how we wanna go. It was basically costing us almost two X to support the existing customer base, let alone scaling to additional customer base. So this was the conundrum we had about, "Hey, do we put in more features or do we tackle tech debt?" Then the conversation is about it's not an either/or, but it's more of really priority. We really looked at in terms of the numbers and said, "How much is this tech debt actually costing us for-- in terms of velocity and also the additional support?" Once you started looking at the numbers, the decision was pretty easy because the tech debt was actually contributing to a significant cost, additional cost at the same revenue. So we ended up actually prioritizing based on o- purely from a financial perspective. It brings back to the principle of, um, at a CPO levels, a lot of these decisions are not at a sprint level or a quarter level. You're really talking about it at a, at a much higher level, which is at a P&L level for the product and for the business.

Aakash Gupta 13:27 Awesome. What I liked about that answer is, like, there was a specific scenario, and then you gave us a broader principle, and you demonstrated your level. Is there anything else people should be aware of that you were kind of doing nuanced in the background there?

Prasad Reddy 13:40 Yeah. I, I think, again, one of the things you'll have to think about is at the level, right? You've-- you do not want to be at a director level and talking about on a sprint-to-sprint basis. You are a-- If you are at a VP level, you're not talking about a quarterly or a CPO level. It's really about framing at the level that you want. As a GPM, your role or responsibility would be to get to the sprint and the next quarter. At a CPO level, you're looking at the health

Prasad Reddy 14:10 of the product and the business, and the degrees of in terms of what your responsibilities varies between a GPM and a CPO.

Aakash Gupta 14:17 Amazing. So now hopefully you guys understand what we were talking about at the beginning where we said one question, five answers. Let's do another mock. How do you raise the bar on a PM team you inherit?

Prasad Reddy 14:27 Fantastic question, Aakash. Let me continue. As I've already introduced Danaher Digital, back in twenty nineteen, I inherited a group of, uh, ten product managers coming from different operating companies, had their own set of processes and what a good look like in terms of, uh, product review committees or documents. So over the first thirty to sixty days, I was able to spend time with each of the product managers in terms of understanding, um, the work that they have done, their documents, their, um, communications, and I was able to sort of group them into two to three different buckets. There is one set of product managers that are great at, uh, documentation and detail but didn't have the presence or the communication skills to work with engineers. Then there is a second set of product managers that I was able to look at that, um, is great at in terms of communications, but at the same time lack the details, uh, required to write PRDs or go through a prioritization process. That is one aspect of it in terms of raising the bar. The second aspect, the problem there was because everybody was coming from a, a different organization, there was no bar set in terms of what a good like-- looks like in terms of product review and committee. In the very first product review committee meeting, I actually killed a couple of features and a couple of ideas because what I really wanted to set the bar here is, um, on the product review committees, um, I was able to kill in the first meetings so that going forward, I'm already setting a bar in terms of what is gonna pass through in terms of getting a digital funding. That is a, a, um, an example of setting a bar on the product review committees. So in essence, what I've been able to do is to take these product managers and put them into two to three groups. One group that was really good at, great at communication but not great at working with engineers, I was able to actually move them into client-facing partner roles where they actually continue to excel. And for the one or two product managers that were really great at, uh, documentation, PRD, prioritization, and work with engineers, I was able to promote one of them because what I wanted to do was set a bar in terms of what a good looks like, and this is where the rest of the product management, uh, team was aspiring to be.

Aakash Gupta 17:22 Awesome. What I loved about that answer there is you kept on with the Danaher example. You showed us, "Hey, I led a team of ten." You showed how dealt with inheriting the situation. You walked us through how you moved some people. You created rituals. You even promoted people. So you really used all the important levers. What else should people know when answering a question like this?

Prasad Reddy 17:43 It's-- So one of the key things that I've learned is don't-- anytime a product, uh, leader comes in and inherits a team, they try to change everything. In this case, for example, one of the things I did not change is how the product manager worked with the scientists because it's already working well. So it's really you have

Prasad Reddy 18:05 to be careful and thoughtful about what are the things you wanna tackle on. Don't try to go and revamp everything because there are certain things that are working well, and if you try to revamp everything, you are quickly going to lose trust of the, your team.

Aakash Gupta 18:20 Very interesting. So demonstrating that se- senior judgment across what you actually work on and what you don't. All right, let's do our m- last mock question. Tell me about a time you disagreed with your CEO.

Prasad Reddy 18:32 Awesome, A- Aakash. I have a great story on this. At Bright Insight, I was actually the founding, uh, PM, and we were at a zero to $10 million ARR in, uh, in two years. We were sort of a, like a rocket ship, you know, back in 2017, 2018. So the challenge in front of me was our biggest customer that was contributing into the $10 million ARR came to us and said, "Here is a timeline. We gotta launch this dosing calculator in 27 countries." Very tight timeline, and the directive from my CEO was, "Prasad, make it happen. This is what it is." But one of the things that was happening is I've been in several of sales and marketing calls with, um... And then there were some use cases that were coming very close to this dosing one in, in discussions, but never really f- uh, um, came to fruition. So the conversation I had with my CEO was, I told him, "Hey, here are two or three other things that are coming in where there could be 70% leverage in." But his directive to me was, "We don't know when they're coming in. Make this happen because this is the single most important customer for us." The conundrum that I had was, how do we tackle this problem? Um, so I went back and spent some time with sales and marketing. Based on their input and then based on the input from a, my engineering manager, I went back into a closed room with my CEO, explaining that there is a way, there is a compromise way where we can still meet the timeline and the 27 country launch, but at the same time b- build services that we could actually repeat, uh, c- could reuse. And the directive from my CEO was, "Whatever you have to do, go make it happen." So the compromise in this case really came down to making some trade-offs and said, "Maybe we won't build everything as 100% services, but still deliver the 27 countries." Over the next, uh, three to four months, we were able to deliver and launch in 27 countries. At the same time, build services that we could repurpose for, uh, customers two, three, four, which led to cost savings of up to 50% in the subsequent rollers. The other point of, of my discussion with the CEO was, we are a platform company and not a consulting one-off, uh, con- one-off, uh, development companies. I think that also really struck a chord with him, and he gave me the autonomy. Based on this success, one of the other things that really happened was my CEO started pulling

Prasad Reddy 21:15 me into all the BD and sales cycles s- significantly earlier than he had done in the past because I've been able to, uh, demonstrate and build his trust, uh, and earn his trust.

Aakash Gupta 21:29 Love that story. It was so fun, just the energy you told it with. You hook us with the 10 million. You end with success. There's a real disagreement. What do people get wrong when they're trying to answer this question?

Prasad Reddy 21:39 So one of the things, again, I've learned this, some of these things the hard way. You know, earlier in my career, what I would do is I would actually write out, go out and say, "We should be doing this." But in this case, because it's a CEO, I actually had these hard discussions in a closed room, and I was trying to explain the rationale. He was trying to explain the rationale. And some of these things, um, cannot be done in a public forum. That is one thing that I think in this case helped me to win his trust and said, "Hey, Prasad, go figure it out," because I did not

Prasad Reddy 22:15 throw it in a public forum. Instead, I was trying to explain my rationale, but at the same time, I und- I acknowledged and empathized with his rationale about why this is such a critical thing. I think it's that acknowledgement, but at the same time, demonstrating your rationale in a closed, uh, setting really helped.

Aakash Gupta 22:39 There's the mock, guys. Here's the salaries. It's pretty stark. If you can avoid getting down-leveled, if you can answer at a senior director level instead of a GPM level, you'll earn so much more. If you think about it, a single level up could be worth $200,000 every single year. That's why we have the Land PM Job program. Prasad and I are two of your core instructors. I lead every Monday a session on PM interviews or PM job search. Prasad leads all the PM fundamentals and product leadership sessions, where he teaches how PMs do discovery, strategy, roadmapping in 2026, how to handle the transition from IC to leadership to CPO. It is unlike any other program out there. It might be an expensive program, but that's because it offers so much. It is a premium program, and the ROI is there. If you spend $5,000 but you make $200,000, you get a 40X ROI, and many of people have done that. What you're... On top of that, you're gonna get things that you aren't going to get in other programs. You're gonna get one-on-ones. You're gonna get the job search OS, the PM OS. So there's so much happening in this course. We hope we'll see you in the next cohort that starts in a couple weeks. Until the next episode, have a good one.