Product Analyst Interview Questions
Practice 24 real interview questions for Product Analyst roles. From companies including Meta, Intuit, Capital One, Homedepot, DoorDash. Covers Analytics & Experimentation, Behavioral & Leadership, Data Manipulation (SQL/Python), Machine Learning.
"I got asked a hardcore MCM DP question and I saw it on PracHub as well. Solved that question in 5 minutes. Without PracHub I doubt I could solve it in 5 hours. Though somehow didn't get hired, perhaps I guess I solved it too fast? /s"
"Believe me i'm a student here jn US. Recently interviewed for MSFT. They asked me exact question from PracHub. I saw it the night before and ignored it cause why waste time on random sites. I legit wanna go back and redo this whole thing if I had chance. Not saying will work for everyone but there is certainly some merit to that website. And i'm gonna use it in future prep from now on like lc tagged"
"10 years of experience but never worked at a top company. PracHub's senior-level questions helped me break into FAANG at 35. Age is just a number."
"I was skeptical about the 'real questions' claim, so I put it to the test. I searched for the exact question I got grilled on at my last Meta onsite... and it was right there. Word for word."
"Got a Google recruiter call on Monday, interview on Friday. Crammed PracHub for 4 days. Passed every round. This platform is a miracle worker."
"I've used LC, Glassdoor, and random Discords. Nothing comes close to the accuracy here. The questions are actually current — that's what got me. Felt like I had a cheat sheet during the interview."
"The solution quality is insane. It covers approach, edge cases, time complexity, follow-ups. Nothing else comes close."
"Legit the only resource you need. TC went from 180k -> 350k. Just memorize the top 50 for your target company and you're golden."
"PracHub Premium for one month cost me the price of two coffees a week. It landed me a $280K+ starting offer."
"Literally just signed a $600k offer. I only had 2 weeks to prep, so I focused entirely on the company-tagged lists here. If you're targeting L5+, don't overthink it."
"Coaches and bootcamp prep courses cost around $200-300 but PracHub Premium is actually less than a Netflix subscription. And it landed me a $178K offer."
"I honestly don't know how you guys gather so many real interview questions. It's almost scary. I walked into my Amazon loop and recognized 3 out of 4 problems from your database."
"Discovered PracHub 10 days before my interview. By day 5, I stopped being nervous. By interview day, I was actually excited to show what I knew."
"I recently cleared Uber interviews (strong hire in the design round) and all the questions were present in prachub."
"The search is what sold me. I typed in a really niche DP problem I got asked last year and it actually came up, full breakdown and everything. These guys are clearly updating it constantly."
Write SQL for call metrics
You have two tables. calls ( call_id BIGINT, sender_id BIGINT, receiver_id BIGINT, call_ts TIMESTAMP, picked_up BOOLEAN, call_type VARCHAR...
Design experiments and diagnose metric changes
You are a Product/Data Scientist at a food-delivery marketplace (customers, dashers/couriers, merchants). Answer the following product analytics & exp...
Investigate LA successful orders drop
You are a Product/Data Scientist at DoorDash. A key metric “of successful orders per day” in Los Angeles (LA) has dropped noticeably over the last few...
Explain a project’s impact and product thinking
A Head of Product asks: 1. Pick one analytics/data science project you led end-to-end. 2. What was the product problem and why did it matter? 3. What ...
Write SQL for call pickup and usage metrics
You have two tables about 1:1 calls. Table 1: calls Each row is a call attempt. - sender_id (BIGINT) — user who initiated the call - receiver_id (BIGI...
How would you drive product growth?
Assume you are interviewing for a Product Growth Analyst role at Meta. Answer the following product growth and analytics cases. For each case, clarify...
Write SQL for call analytics
You are given two tables. Table: calls - call_id BIGINT - sender_id BIGINT - receiver_id BIGINT - call_ts TIMESTAMP — stored in UTC - pickup CHAR(1) —...
Write Call Analytics SQL Queries
Assume you are given two tables. Table: calls - call_id BIGINT - sender_id BIGINT - receiver_id BIGINT - call_time TIMESTAMP - pickup VARCHAR -- value...
Debug SQL join that drops rows
You’re analyzing Home Improvement retail transactions to understand sales of Mulch during promotions. After joining multiple tables, your final result...
Describe an end-to-end impact project
Tell me about a high-impact project that you personally drove end-to-end. Describe the initial business problem, your role, how you scoped the work, h...
Analyze DoorDash marketplace product decisions
You are a product-focused data scientist at DoorDash. Discuss how you would approach the following three product analytics and experimentation problem...
Describe an end-to-end high-impact project
Tell me about a high-impact project that you personally drove end-to-end. Describe the business problem, why it mattered, what success looked like, ho...
Extract insights from a multi-entry funnel scorecard
Scenario You are given a scorecard for a QuickBooks-like product showing a funnel by access point (15+ entry points, highly skewed traffic). For each ...
How would you grow Meta products?
You are interviewing for a Product Growth Analyst role at Meta. For each of the following cases, explain how you would: (i) define the primary metric ...
How would you grow key product metrics?
You are interviewing for a Product Growth Analyst role. Answer the following product growth / analytics case prompts. For each prompt, clearly state: ...
Describe an End-to-End Project
Describe a high-impact project that you owned end to end. Your answer should cover the business problem, why it mattered, how you scoped the work, how...
Analyze Product Growth Cases
You are interviewing for a Product Growth Analyst role. Answer the following product analytics and experimentation case prompts. For each prompt, expl...
Design an experiment to evaluate an onboarding progress bar
Scenario In a QuickBooks-like onboarding flow, the product team adds a progress bar. The onboarding has 4 steps: 1. Onboard 2. Send payment 3. Set up ...
Decide whether to keep a negative-margin promotion
A retail team is running a Mulch promotion. The promotion currently has a negative unit margin (i.e., discounted price is below unit cost), so on the ...
Tell me about a high-impact end-to-end project
Describe an example of a high-impact project you led end-to-end. Include: - The problem statement and why it mattered (user impact + business impact)....