Question bank
4,310 interview questions, answered.
Reference answers, what the interviewer is really testing, how it is graded, and the follow-ups that come next.
Easy 190Medium 2,498Hard 982
Filters · onDifficulty, topic, company
478 questions
- 169Rider cancellations have increased by 5%. Investigate what happened.MediumDataProduct·
Lyft - 170If customer support tickets are increasing, how would you investigate and solve this issue?MediumDataProduct·
Rippling - 171Thumbtack revenues are down 5% in the last week. Find out what happened.MediumDataProduct·
Thumbtack - 172What are the key KPIs for an adtech platform and why?MediumData·
Walmart Labs - 173What are the key metrics for a food delivery app, particularly those indicating an oversupply or undersupply of restaurants and orders?MediumDataProduct·
Lyft - 174What are the key metrics you would use to measure the success of Google Sheets?MediumData·
Google - 175Which metrics are most important for photo sharing features on Facebook?MediumData·
Meta - 176What are the key metrics you track for the product you currently manage?MediumDataProduct·
Adobe, PayPal - 177How do you launch and test a self-driving car?HardDataProduct·
LendingClub - 178How would you launch a new product recommendation carousel for Amazon?HardDataProduct·
Google - 179How would you launch reactions for Facebook?HardDataProduct·
Meta - 180How should Google launch a new teleportation product?HardDataProduct·
Google - 181You are launching a strategic app. One month out, internal feedback suggests it isn't ready, with below target metrics including CSAT. What do you do?HardDataProduct·
Google - 182If LinkedIn messages are down, how would you identify the cause?MediumDataProduct·
LinkedIn - 183What could be the drivers for LinkedIn's performance in different markets?MediumDataTechnical·
LinkedIn - 184You're a PM at LinkedIn. Your data science team reports that 64% of outbound messages receive no response. What do you do?MediumDataBehavioral·
Google - 185What would you do about the decline in live stream participation in the US and its increase in Spain?HardDataProduct·
Meta - 186How do you measure whether an LLM or RAG project you worked on is efficient?MediumDataAI ML·
Nvidia - 187How would you allow Lyft drivers to select from scheduled rides?MediumDataProduct·
Lyft - 188As the PM for Lyft, what dashboard would you build to track the health of the app?HardData·
Google, Lyft - 189You are the PM at Lyft and there's a sudden increase in user cancellations. How would you analyze this issue and what steps would you take to address it?MediumDataProduct·
Lyft, Stripe - 190You're a PM at Lyft and want to deploy a ride-sharing service using a self-driving car in Palo Alto. How would you choose around 10 pickup and drop-off locations, assuming routes are safe and pre-programmed?MediumDataProduct·
Lyft - 191How would you manage a latent field failure or bug that impacts customers and increases return rates or support contacts?MediumDataBehavioral·
Google - 192One of your clients has experienced a 20% decline in profits. What would you do?HardDataProduct·
McKinsey