The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
•
Coding
•
hard
Write a SQL query to calculate the month-over-month retention rate of Adobe Creative Cloud subscribers.
#Window Functions
#Self Joins
#Date Manipulation
Data Scientist
•
Coding
•
medium
Write a SQL query to find the top 3 highest revenue-generating enterprise customers for Adobe Experience Manager in each region.
#Window Functions
#Ranking
#Aggregations
Data Scientist
•
Coding
•
medium
Write a SQL query to calculate the 7-day rolling average of daily active users (DAU) for Adobe Illustrator.
#Window Functions
#Time Series
#Aggregations
Data Scientist
•
Coding
•
hard
Write a SQL query to find the first product each user purchased and the date of their second purchase, if any.
#Window Functions
#CTEs
#Conditional Logic
Data Scientist
•
Coding
•
medium
Write a SQL query to calculate the cumulative sum of monthly revenue for Adobe Document Cloud for the year 2023.
#Window Functions
#Aggregations
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.