Analytical Interview Questions

Review this list of 598 analytical interview questions and answers verified by hiring managers and candidates.
  • "I would start with some clarifying questions: What is the goal of the 'Report ad' feature? what do you think? Are we looking at the blue app or Instagram? The ad placement can be adjusted to the both apps, so look at it has a whole Are we looking at a specific location of the report ad? like stories or feed or reels? Nope Are we looking at a specific OS? everywhere Is there some timeline? or restrictions? no Are we looking at a specific market? worldwide Thank you, I"

    R K. - "I would start with some clarifying questions: What is the goal of the 'Report ad' feature? what do you think? Are we looking at the blue app or Instagram? The ad placement can be adjusted to the both apps, so look at it has a whole Are we looking at a specific location of the report ad? like stories or feed or reels? Nope Are we looking at a specific OS? everywhere Is there some timeline? or restrictions? no Are we looking at a specific market? worldwide Thank you, I"See full answer

    Product Manager
    Analytical
  • +3

    "Clarify the question. Any specific system? Will study the related systems in the environment. Will define the goal, attributes of the system, stakeholders expectations, problems this system is going to address in case these things don't exist already. With the above two steps, I Will come up with a draft of the System KPI. Will run it with leadership, stakeholders and will incorporate feedback. In parallel, will come up with quantification on these performance factors. Fina"

    Anonymous Krill - "Clarify the question. Any specific system? Will study the related systems in the environment. Will define the goal, attributes of the system, stakeholders expectations, problems this system is going to address in case these things don't exist already. With the above two steps, I Will come up with a draft of the System KPI. Will run it with leadership, stakeholders and will incorporate feedback. In parallel, will come up with quantification on these performance factors. Fina"See full answer

    Analytical
    Program Sense
  • +18

    "What is rider cancellation? Is it a rider requesting a ride but hitting the cancel button after the driver is on their way? Yes. I can see why it's concerning since that affects our # of completed rides and driver earnings. Let's try to understand the root cause. Rider cancellations have increased in what time period? We noticed it last week. Was it slowly dropping for a while or did we notice it only last week? It was a sudden drop last week How did other metrics behave last week? For eg,"

    M N. - "What is rider cancellation? Is it a rider requesting a ride but hitting the cancel button after the driver is on their way? Yes. I can see why it's concerning since that affects our # of completed rides and driver earnings. Let's try to understand the root cause. Rider cancellations have increased in what time period? We noticed it last week. Was it slowly dropping for a while or did we notice it only last week? It was a sudden drop last week How did other metrics behave last week? For eg,"See full answer

    Analytical
    Execution
  • TikTok logoAsked at TikTok 
    Video answer for 'Define success for TikTok.'
    +2

    "Mission: Tiktok's mission is to inspire creativity and Joy. Any business wants to make sure that they are serving the value to their customers: For TikTok customers are: Viewers 2. Content Creators 3. Advertisers So few metrics we could measure are: Time spent/day Total no of videos created/day engagement rate = users who interacted in one of the meaningful action on Tiktok / total users at a day level either likes, share, watched vide for at least 5 mins, created video "

    Nikita B. - "Mission: Tiktok's mission is to inspire creativity and Joy. Any business wants to make sure that they are serving the value to their customers: For TikTok customers are: Viewers 2. Content Creators 3. Advertisers So few metrics we could measure are: Time spent/day Total no of videos created/day engagement rate = users who interacted in one of the meaningful action on Tiktok / total users at a day level either likes, share, watched vide for at least 5 mins, created video "See full answer

    Data Scientist
    Analytical
    +1 more
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  • +8

    "When are you talking about Sales Is the Number of Items that have dropped or GMV dropped ? If the GMV has dropped then clearly there is a drop in the Price of Items ? Is there any category or White Goods which have lead to decrease in the Price of Goods ? Is there a Long Term Promotion running By the Marketing and not because of it ? A customer Journey in a typical Market Place is that customer adds items to car Go To E-Commerce Site -----> Search--->Add Items to Bag"

    Akshai V. - "When are you talking about Sales Is the Number of Items that have dropped or GMV dropped ? If the GMV has dropped then clearly there is a drop in the Price of Items ? Is there any category or White Goods which have lead to decrease in the Price of Goods ? Is there a Long Term Promotion running By the Marketing and not because of it ? A customer Journey in a typical Market Place is that customer adds items to car Go To E-Commerce Site -----> Search--->Add Items to Bag"See full answer

    Analytical
    Execution
    +1 more
  • "Collaborate with the team to determine which team's product will move the needle the most in achieving the strategic goals and prioritize that work."

    Meagan R. - "Collaborate with the team to determine which team's product will move the needle the most in achieving the strategic goals and prioritize that work."See full answer

    Product Manager
    Analytical
    +1 more
  • +4

    "Being a marketplace, there are two users that Uber wants to satisfy: the rider and the driver. I think the ultimate success metric is related to how well riders and drivers get matched. The ultimate goal for the rider is to get to their destination as efficiently as possible. Some concerns for the rider may be Matching with drivers Minimizing waiting time waiting to be matched and waiting for the driver to arrive Ease of pick-up and drop-off (ie. Driver coming from the opposite side of t"

    Elisa L. - "Being a marketplace, there are two users that Uber wants to satisfy: the rider and the driver. I think the ultimate success metric is related to how well riders and drivers get matched. The ultimate goal for the rider is to get to their destination as efficiently as possible. Some concerns for the rider may be Matching with drivers Minimizing waiting time waiting to be matched and waiting for the driver to arrive Ease of pick-up and drop-off (ie. Driver coming from the opposite side of t"See full answer

    Analytical
  • "Product Bugs can be categorised by severity associated with them. Product Roadmap prioritization happens by MuSCoW technique, or WSJF for big ticket items. Suggestions from Leadership normally fall in expedited bucket. Overall, if there's a Scrum way of executing all priorities, then the PO and Team get together to decide the scope of the sprints for execution."

    Anonymous Salmon - "Product Bugs can be categorised by severity associated with them. Product Roadmap prioritization happens by MuSCoW technique, or WSJF for big ticket items. Suggestions from Leadership normally fall in expedited bucket. Overall, if there's a Scrum way of executing all priorities, then the PO and Team get together to decide the scope of the sprints for execution."See full answer

    Product Manager
    Analytical
    +1 more
  • +4

    "I would start off by talking about the goals of this feature. What's the goal of Instagram with blue check marks? What does it aim to achieve? For the purpose of this question, I am assuming that Instagram wants to verify celebrities/famous people/brands as the original profile that differentiates them from fake profiles or other fan groups. It's also to develop trust and credibility amongst Instagram users. The mission of Facebook is to connect people across the globe. Instagram, which is a p"

    Anonymous Shrimp - "I would start off by talking about the goals of this feature. What's the goal of Instagram with blue check marks? What does it aim to achieve? For the purpose of this question, I am assuming that Instagram wants to verify celebrities/famous people/brands as the original profile that differentiates them from fake profiles or other fan groups. It's also to develop trust and credibility amongst Instagram users. The mission of Facebook is to connect people across the globe. Instagram, which is a p"See full answer

    Analytical
  • +6

    "For larger audience of the platform, Flipkart is an e-commerce website like Amazon in India. Gather more information 15% decline in comparison to last week, last month, last quarter or last year or across a particular sale duration that runs at a fixed frequency like Big Billion Days (similar to Great Indian Festival which Amazon puts up) Across a particular item, category, brand or overall. From which flow like Wishlist to cart, Product detail page to cart, Product comparison to c"

    Shubham K. - "For larger audience of the platform, Flipkart is an e-commerce website like Amazon in India. Gather more information 15% decline in comparison to last week, last month, last quarter or last year or across a particular sale duration that runs at a fixed frequency like Big Billion Days (similar to Great Indian Festival which Amazon puts up) Across a particular item, category, brand or overall. From which flow like Wishlist to cart, Product detail page to cart, Product comparison to c"See full answer

    Analytical
    Execution
  • "My approach is try to narrow down by 4W1H. When - When this happened? Still continuously happen the problem? Where - Is this happen specific region or entire customers? What - What kind of problem? One time big error or any data show the curve? Who - Is it all platform or specific platform (Web, iOS, Android) How - How serious problem? How many customer affected? Next step is to narrow down the causes is from internal factors or external factors. For internal factors: Any recent up"

    Takashi M. - "My approach is try to narrow down by 4W1H. When - When this happened? Still continuously happen the problem? Where - Is this happen specific region or entire customers? What - What kind of problem? One time big error or any data show the curve? Who - Is it all platform or specific platform (Web, iOS, Android) How - How serious problem? How many customer affected? Next step is to narrow down the causes is from internal factors or external factors. For internal factors: Any recent up"See full answer

    Product Manager
    Analytical
    +2 more
  • "To address this question, I'll assume that Horizon Worlds is a virtual reality platform offering immersive experiences and content to users. As a Product Manager at HW, my approach would be to focus on metrics that align with the growth stages of the product. I'll use the AARRR framework (Acquisition, Activation, Retention, Revenue, Referral) to guide our analysis. Assumptions: Horizon Worlds is primarily a content-driven virtual reality platform. The business model includes both free"

    Shivam B. - "To address this question, I'll assume that Horizon Worlds is a virtual reality platform offering immersive experiences and content to users. As a Product Manager at HW, my approach would be to focus on metrics that align with the growth stages of the product. I'll use the AARRR framework (Acquisition, Activation, Retention, Revenue, Referral) to guide our analysis. Assumptions: Horizon Worlds is primarily a content-driven virtual reality platform. The business model includes both free"See full answer

    Product Manager
    Analytical
  • Meta (Facebook) logoAsked at Meta (Facebook) 
    +1

    "What is Facebook Live? Facebook Live is the posting of a live video -> Virtual events, QA, conversation, presentation/performance. It can be on your Facebook page, event, or group. Mission Facebook's mission is to connect people and bring the world closer together. The mission of Facebook Live, from my perspective, is to enable individuals to engage ( message), discuss, and learn in real-time with their role models, influencers, and others to discover and establish stronger connect"

    Reach G. - "What is Facebook Live? Facebook Live is the posting of a live video -> Virtual events, QA, conversation, presentation/performance. It can be on your Facebook page, event, or group. Mission Facebook's mission is to connect people and bring the world closer together. The mission of Facebook Live, from my perspective, is to enable individuals to engage ( message), discuss, and learn in real-time with their role models, influencers, and others to discover and establish stronger connect"See full answer

    Product Manager
    Analytical
    +2 more
  • OpenAI logoAsked at OpenAI 

    "Clarifying questions and Assumptions ChatGPT search means the search function inside the chat app? OR ChatGPT search Chrome extension? Assumption: Search inside the chat app. Is there any location restriction in this analysis? Assumption: USA only. Is there any user segment restriction in this analysis? Assumption: All user segments. Are we assuming the ChatGPT search already exists or going back in time before the ChatGPT search existed? Assumption: Go back in time"

    Darpan D. - "Clarifying questions and Assumptions ChatGPT search means the search function inside the chat app? OR ChatGPT search Chrome extension? Assumption: Search inside the chat app. Is there any location restriction in this analysis? Assumption: USA only. Is there any user segment restriction in this analysis? Assumption: All user segments. Are we assuming the ChatGPT search already exists or going back in time before the ChatGPT search existed? Assumption: Go back in time"See full answer

    Product Manager
    Analytical
  • "From chatGPT: If Coinbase's net income is 10% less than it was last month, several actions can be considered to address the decrease in profitability. Here are some steps that might be taken: Conduct a Detailed Analysis:Investigate the reasons behind the decrease in net income. Analyze key financial metrics, transaction volumes, fee structures, market conditions, and any external factors impacting revenue. Expense Review:Review and analyze operating expenses. Identify areas where"

    Greg L. - "From chatGPT: If Coinbase's net income is 10% less than it was last month, several actions can be considered to address the decrease in profitability. Here are some steps that might be taken: Conduct a Detailed Analysis:Investigate the reasons behind the decrease in net income. Analyze key financial metrics, transaction volumes, fee structures, market conditions, and any external factors impacting revenue. Expense Review:Review and analyze operating expenses. Identify areas where"See full answer

    Product Manager
    Analytical
  • +3

    "Goal/Vission of company Understanding of Whatsapp -> Whatsapp platform for people where they can connect with people remotely, they can chat with them, they can do a video call, they can send pdf, location, contacts, etc. Basically, clarify your understanding of WhatsApp. Whatsapp Goal -> connecting the people remotely in a hassle-free manner Vission 3-4 years down the line -> More engagement and retention of the users. For this vision what is the user's intended action Define"

    Anonymous Muskox - "Goal/Vission of company Understanding of Whatsapp -> Whatsapp platform for people where they can connect with people remotely, they can chat with them, they can do a video call, they can send pdf, location, contacts, etc. Basically, clarify your understanding of WhatsApp. Whatsapp Goal -> connecting the people remotely in a hassle-free manner Vission 3-4 years down the line -> More engagement and retention of the users. For this vision what is the user's intended action Define"See full answer

    Analytical
  • "Before jumping in to answer, I want us to be on the same page regarding a few things: I am the PM for Coinbase app; not for coinbase pro or wallet etc. The very fact that a token will list on Coinbase increases the price / market activity around the token. We want to create a process which takes this into consideration. Users trust coinbase. Therefore, the assets listed on coinbase need significant vetting before they can be put on the system. Technology integrations - How much work"

    Prateek S. - "Before jumping in to answer, I want us to be on the same page regarding a few things: I am the PM for Coinbase app; not for coinbase pro or wallet etc. The very fact that a token will list on Coinbase increases the price / market activity around the token. We want to create a process which takes this into consideration. Users trust coinbase. Therefore, the assets listed on coinbase need significant vetting before they can be put on the system. Technology integrations - How much work"See full answer

    Analytical
    Product Strategy
    +1 more
  • +8

    "Step 1: Clarify Before delving into the metrics, should I consider the current state of Google or when it just launched? Here, I am assuming the current state of Google. Google is currently a company that makes approx $15) billion in Revenue and 90 % of the revenue comes from Ads. Ads are core for Google's business and Google is the major player in the market Step 2: Goals: The main goal is to maximize revenue through effective Google Ads campaigns. This means ensuring that the campaign"

    Srilaxmi C. - "Step 1: Clarify Before delving into the metrics, should I consider the current state of Google or when it just launched? Here, I am assuming the current state of Google. Google is currently a company that makes approx $15) billion in Revenue and 90 % of the revenue comes from Ads. Ads are core for Google's business and Google is the major player in the market Step 2: Goals: The main goal is to maximize revenue through effective Google Ads campaigns. This means ensuring that the campaign"See full answer

    Product Analyst
    Analytical
  • "Product and Mission To allow users to create events and host on FB pages. It can be one time or recurring. It can include FB users through feeds or referrals or can be shared out with a link. Product objective is to build strong online and offline bonding through connecting people with common interests and ensure continued engagements. Aligns with the core Meta mission. User Journey and Value + Metrics Organizers: Finds the value when the many participants share interest or"

    Soodong P. - "Product and Mission To allow users to create events and host on FB pages. It can be one time or recurring. It can include FB users through feeds or referrals or can be shared out with a link. Product objective is to build strong online and offline bonding through connecting people with common interests and ensure continued engagements. Aligns with the core Meta mission. User Journey and Value + Metrics Organizers: Finds the value when the many participants share interest or"See full answer

    Product Manager
    Analytical
    +1 more
Showing 141-160 of 598