Company and Product Specific Growth Assessment Questions
Demonstrate you've researched the company's growth metrics, market position, competitive landscape, and growth stage. Discuss how you'd assess their current growth constraints and what you'd prioritize if hired. Show thoughtfulness about their specific situation.
HardSystem Design
0 practiced
You are given raw clickstream data with nested JSON payloads for page interactions. Describe the ETL steps and data validation rules you would implement to create a clean, queryable events table for growth analysis. Include handling missing fields, sessionization, and performance considerations.
HardTechnical
0 practiced
You need to run a multi-armed bandit to allocate traffic to multiple pricing variants to maximize revenue while controlling for learning and risk. Describe the algorithm choice, how to include business constraints (e.g., minimum conversion), instrumentation needs, and how you'd report performance to stakeholders.
HardTechnical
0 practiced
You observe multiple A/B tests running simultaneously that might interact. Describe statistical and operational strategies to detect and mitigate interaction/confounding across concurrent experiments. Discuss test ramping, blocking, and post-hoc checks.
EasyTechnical
0 practiced
You have a simple events table:Write a SQL query (Postgres) to compute a 7-day rolling daily active users (DAU) and the 7-day rolling retention rate for users who performed 'signup' between 2025-01-01 and 2025-01-31. Show sample output columns: date, dau_7day, retention_7day.
events(event_id PK, user_id, event_type, occurred_at TIMESTAMP, properties JSON)MediumTechnical
0 practiced
Medium: Given a dataset of user signups and purchases, describe how you would compute a 90-day cohort LTV curve (LTV at day 7, 30, 60, 90). Specify required tables/columns, key SQL steps at a high level, and how you'd present the result in a dashboard.
Unlock Full Question Bank
Get access to hundreds of Company and Product Specific Growth Assessment interview questions and detailed answers.
Sign in to ContinueJoin thousands of developers preparing for their dream job.