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Expect using JOINS. Not hard tbh. You can ramp up to the level needed in 1-2 days from 0
Great thanks so much! Any thoughts on how many questions in the interview…and if it is like a progressive case study (like 4-5 questions with increasing difficulty)? TIA
This is what ChatGPT says: 😉
You’re typically given:
• A problem statement (e.g., user growth, churn, abuse detection, funnel performance)
• 1–4 tables (users, events, transactions, logs, etc.)
• A set of questions that increase in complexity
You may be asked to:
• Write SQL queries
• Explain assumptions
• Interpret results
• Propose follow-up analyses
Example (simplified)
Scenario
A messaging product wants to understand whether a new feature increased engagement.
Tables
• users(user_id, country, signup_date)
• messages(message_id, user_id, sent_at, is_business)
• events(user_id, event_type, event_time)
Questions
1. How many daily active users sent at least one message last week?
2. Compare engagement before vs after feature launch.
3. Break results down by country.
4. Identify any data quality or bias risks.
You’d be expected to:
• Join tables correctly
• Filter by time windows
• Use GROUP BY, COUNT(DISTINCT …), maybe window functions
• Explain why your query answers the question
What level?
L4 Senior associate
Hey EY 🐟 , congratulations on getting the interview. Mind telling a bit more about your profile ? I am applying for S&O and have been targeting the L5 level
Any updates? Did you pass the first round?