Apple
Consumer electronics, software, and services leader known for secrecy and quality.
5 Rounds
~30 Days
Very Hard
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 Engineer
•
Coding
•
medium
Write a SQL query to find the second highest salary per department.
#Window Functions
#SQL
Data Engineer
•
Coding
•
medium
Write a SQL query to compute a 7-day rolling average of daily sales.
#Window Functions
#Analytics
Data Engineer
•
Coding
•
medium
Write a SQL query to find the top 3 most played songs per genre for the last 30 days, but only include users who have an active Apple Music subscription.
#Window Functions
#Joins
#Filtering
Data Engineer
•
Coding
•
hard
Given a table of Siri interaction events (user_id, timestamp, event_type), write a SQL query to calculate the average session length. A new session starts if there is a gap of more than 15 minutes between events for the same user.
#Gaps and Islands
#CTEs
#Time-series Data
Data Engineer
•
Coding
•
medium
Write a SQL query to calculate the 7-day rolling retention rate of users who signed up for an Apple Arcade free trial.
#Cohort Analysis
#Self Joins
#Date Functions
Data Engineer
•
Technical
•
medium
Explain the difference between OLAP and OLTP systems. When would you use each?
#OLAP
#OLTP
#Databases
Data Engineer
•
Technical
•
hard
How would you optimize a SQL query that is running slowly on a 1 billion row table?
#Query Optimization
#Indexing
Data Engineer
•
Technical
•
medium
Explain the difference between RANK(), DENSE_RANK(), and ROW_NUMBER().
#Window Functions
#SQL
Data Engineer
•
Technical
•
medium
What is a materialized view? How does it differ from a regular view?
#Materialized Views
#Performance
Data Engineer
•
Technical
•
medium
What are CTEs (Common Table Expressions) and how do they differ from subqueries?
#CTEs
#SQL
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.