Recent Product Manager Interview Questions

Matthew W. - "I’d start by clarifying what the business outcome we are driving/what is the context of the AI platform I am owning. Assuming I am giving no further info, I would start with framing why safety is a must with GenAI, the market being saturated with new LLMs daily, so trust is the main differentiator for retention and defensibility. Safety failures can trigger regulatory action (FTC, EU, etc.), reputational damage, or user churn. Then I would identify some Key Buckets: • Kids/teen protections ("See full answer

Shalin G. - "Tell me about the most recent product you launched that you are very proud of?"See full answer

S R. - "For RAG systems, You need to evaluate the retrieval and generation. Typically, you have golden truth question and answers as evaluation data set. For retrieval, check if the retrieved contexts are relevant for the question For generation evaluation, You check the semantic similarity between the golden truth and RAG generated answer. Apart from this, you can evaluate the output using frameworks like RAGAS where the answers generated are evaluated based on completeness, faithfulness, to"See full answer

Rohith K. - "Stakeholder management is kinda a critical aspect of product management. Because you would be the glue between the leadership team, design, GTM and engineering team. My simple approach to handle different stakeholders is - Deeply grounding myself into the product vision and business value that we are envisioning to create. Any decision or initiative needs to directly or indirectly benefit that path Open communication - any new feature, solution or product decision taken needs to be communi"See full answer