Senior Product Analyst

20+ Senior Product Analyst Interview Questions and Answers

Updated 14 Feb 2025
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Q1. Which is better. 5% discount to get 30% increase in trips or 10% discount to get 50% increase in trips or 15% discount to get 65% increase in trips, considering avg trip value is constant

Ans.

15% discount to get 65% increase in trips is the best option.

  • The percentage increase in trips is directly proportional to the discount offered.

  • The increase in trips should be weighed against the decrease in revenue due to the discount.

  • In this case, the 15% discount offers the highest increase in trips while still maintaining a reasonable revenue.

  • It is important to consider the long-term effects of offering discounts on customer behavior and brand image.

Q2. 1. Product Prioritization 2. Fav product and why, what would you improve in that 3. Situational questions like what if one of the KPIs go down(usage for ex), how will you resolve it 4. When have you used data t...

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Ans.

Interview questions for Senior Product Analyst

  • For product prioritization, I use a combination of customer feedback, market trends, and business goals

  • My favorite product is XYZ because of its user-friendly interface and seamless integration with other tools. I would improve its reporting capabilities

  • If a KPI goes down, I would investigate the root cause and work with the team to come up with a plan to address it. For example, if usage is down, we could conduct user surveys to ...read more

Senior Product Analyst Interview Questions and Answers for Freshers

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Q3. As a product analyst, how would you identify the root causes and propose solutions for the scenario where Spotify offers a one-month free premium subscription, but none of the customers renew their premium subs...

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Ans.

To identify root causes and propose solutions for lack of premium subscription renewals after free trial on Spotify.

  • Conduct customer surveys to gather feedback on their experience with the premium subscription and reasons for not renewing.

  • Analyze user data to identify patterns or trends in user behavior before and after the trial period.

  • Compare Spotify's premium subscription offering with competitors to understand potential areas for improvement.

  • Consider offering incentives o...read more

Q4. What is the average cost of executing a BigQuery query?

Ans.

The average cost of executing a BigQuery query depends on factors like query complexity, data processed, and pricing model.

  • The cost of executing a BigQuery query is based on factors like the amount of data processed, query complexity, and pricing model chosen.

  • BigQuery pricing is based on the amount of data processed by the query, with a cost of $5 per TB processed.

  • Complex queries that involve multiple joins or aggregations may incur higher costs compared to simple queries.

  • Usi...read more

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Q5. What is the Python code for web scraping a website?

Ans.

Web scraping a website using Python involves using libraries like BeautifulSoup and requests.

  • Use the requests library to send HTTP requests to the website

  • Use BeautifulSoup to parse the HTML content of the website

  • Identify the elements you want to scrape using CSS selectors or XPath

  • Extract the desired data and store it in a structured format

Q6. How would you find the batsmen with fastest 5000 runs

Ans.

To find the batsmen with fastest 5000 runs, we need to analyze the data of all the batsmen who have scored 5000 runs or more.

  • Create a database of all batsmen who have scored 5000 runs or more in their career.

  • Sort the database based on the time taken by each batsman to reach 5000 runs.

  • Identify the batsman who reached 5000 runs in the shortest time.

  • Verify the accuracy of the data and the methodology used to calculate the time taken to reach 5000 runs.

  • Consider factors such as th...read more

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Q7. What is competitor analysis and how do you do it?

Ans.

Competitor analysis is the process of identifying and evaluating the strengths and weaknesses of competitors in the market.

  • Identify key competitors in the market

  • Gather information on their products, pricing, marketing strategies, and market share

  • Compare their strengths and weaknesses to your own product

  • Identify opportunities and threats in the market based on competitor analysis

  • Use tools like SWOT analysis, market research, and competitive intelligence

Q8. Puzzle - Coins valued from 1 to 100. How will you distribute equally between 10 people

Ans.

Distribute coins from 1 to 100 equally among 10 people.

  • Each person gets coins from 1 to 10.

  • Total coins distributed = 1 + 2 + 3 + ... + 10 = 55.

  • Each person gets 55 coins in total.

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Q9. How would you find the top triplet from data set

Ans.

To find the top triplet from a data set, sort the data in descending order and select the first three values.

  • Sort the data in descending order

  • Select the first three values

  • Consider ties if applicable

Q10. Difference between a product and a SaaS application

Ans.

A product is a physical item or service, while a SaaS application is a software program accessed via the internet.

  • A product can be tangible, like a physical item such as a phone or a software program that is installed on a device.

  • A SaaS application is a software program that is hosted on the cloud and accessed via the internet, typically on a subscription basis.

  • Products can be bought outright, while SaaS applications are usually paid for on a recurring basis.

  • Products may requ...read more

Q11. Guesstimate - Number of cars sold in India in a day

Ans.

Approximately 20,000 cars are sold in India in a day based on industry estimates.

  • Consider the total annual car sales in India and divide by 365 days

  • Take into account the population of India and the percentage of people who own cars

  • Factor in the popularity of car brands and types in the Indian market

Q12. How to create a project from scratch?

Ans.

Creating a project from scratch involves defining goals, assembling a team, creating a plan, and executing it.

  • Define project goals and objectives

  • Assemble a team with the necessary skills and expertise

  • Create a project plan with timelines and milestones

  • Execute the plan, monitor progress, and make adjustments as needed

Q13. How will you measure impact of search in Hotstar

Ans.

The impact of search in Hotstar can be measured through various metrics such as user engagement, conversion rates, and revenue generation.

  • Track the number of searches performed by users on the platform

  • Analyze the click-through rate on search results to understand user engagement

  • Monitor the conversion rates of users who use search to find content

  • Measure the revenue generated from search-driven content consumption

  • Utilize A/B testing to optimize search functionality and improve ...read more

Q14. Number of Whatsapp Messages sent in India

Ans.

The number of Whatsapp messages sent in India is not publicly available.

  • The exact number of Whatsapp messages sent in India is not disclosed by Whatsapp.

  • There may be estimates or studies conducted by research firms on the usage of Whatsapp in India.

  • The number of Whatsapp messages sent in India is likely to be very high due to the large population and widespread use of smartphones.

Q15. What metrics should we look at for Zalando Lounge

Ans.

Metrics for Zalando Lounge include conversion rate, customer acquisition cost, average order value, and customer retention rate.

  • Conversion rate: Percentage of website visitors who make a purchase

  • Customer acquisition cost: Cost to acquire a new customer

  • Average order value: Average amount spent by customers per order

  • Customer retention rate: Percentage of customers who make repeat purchases

Q16. What do understand by Supply Chain?

Ans.

Supply chain refers to the network of individuals, organizations, resources, activities, and technology involved in the creation and distribution of a product or service.

  • Supply chain involves the flow of goods, services, information, and finances from the initial raw material stage to the final consumer.

  • It includes various stages such as procurement, production, distribution, and customer service.

  • Efficient supply chain management aims to minimize costs, improve quality, and e...read more

Q17. Top Metrics for Instagram platform

Ans.

Top metrics for Instagram platform include engagement rate, reach, impressions, follower growth, and click-through rate.

  • Engagement rate measures the level of interaction with your content.

  • Reach refers to the number of unique accounts that have seen your content.

  • Impressions refer to the total number of times your content has been viewed.

  • Follower growth measures the rate at which your follower count is increasing.

  • Click-through rate measures the number of clicks on a link in you...read more

Q18. What is a user story?

Ans.

A user story is a short, simple description of a feature told from the perspective of the end user.

  • Describes what a user wants to accomplish with a product

  • Written in a simple, non-technical language

  • Used in Agile software development to define requirements

  • Follows the format: As a [user], I want [goal], so that [reason]

Q19. How do you perform sprint planning

Ans.

Sprint planning involves prioritizing tasks, estimating effort, assigning responsibilities, and setting goals for the upcoming sprint.

  • Collaborate with the product owner to understand the requirements and priorities

  • Estimate the effort required for each task using techniques like story points or hours

  • Assign tasks to team members based on their skills and availability

  • Set achievable goals for the sprint based on team capacity and velocity

  • Review and adjust the sprint plan as neede...read more

Q20. What is procurement tools

Ans.

Procurement tools are software applications used to manage the procurement process.

  • Procurement tools automate and streamline the procurement process

  • They help with tasks such as supplier management, purchase order creation, and invoice processing

  • Examples of procurement tools include SAP Ariba, Coupa, and Oracle Procurement Cloud

Q21. sql qn to get daily count of transactions

Ans.

Use SQL query to get daily count of transactions

  • Use GROUP BY clause with the date column to group transactions by day

  • Use COUNT function to count the number of transactions for each day

  • Order the results by date to get a daily count of transactions

Q22. Optimal way to solve wordle game

Ans.

The optimal way to solve Wordle game is to use a combination of logic and probability.

  • Start by guessing a word that fits the pattern and has common letters.

  • Use the feedback from the game to eliminate letters that are not in the word.

  • Make educated guesses based on the remaining letters and the frequency of letters in the English language.

  • Keep track of previous guesses and eliminate words that have already been tried.

  • Be patient and persistent, as it may take several attempts to...read more

Q23. Different types of join condition scenarios

Ans.

Different types of join conditions in SQL

  • Inner join: Returns rows when there is a match in both tables

  • Left join: Returns all rows from the left table and the matched rows from the right table

  • Right join: Returns all rows from the right table and the matched rows from the left table

  • Full outer join: Returns rows when there is a match in either table

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