Apple | Senior Software Engineer (ICT3) | Offer accepted

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Senior Software Engineer (ICT3)Offer
September 13, 20240 reads

Summary

I successfully navigated multiple interview rounds for a Senior Software Engineer (ICT3) position at Apple, including comprehensive coding, system design, and behavioral assessments across two separate interview cycles in 2022 and 2024, ultimately receiving and accepting an offer.

Full Experience

How My Profile Got Shortlisted:

Applying on the career site: It's commonly believed that just applying on a company's career portal isn't very effective. Surprisingly, this was not the case for me with Apple. Although I reached out to people on LinkedIn for referrals, I also applied for multiple positions on Apple's job portal without asking for a referral, and I still received interview calls. What's even better is that Apple allows candidates to be interviewed for multiple positions simultaneously, which was my experience in 2024.

Referral: That said, being referred significantly increases the chances of getting shortlisted. If you don't know someone within the company, reaching out on LinkedIn can definitely help.

Interview Questions (2022 Cycle):

Due to NDA, some questions are slightly modified.

  1. Online HackerRank assessment: I faced two easy-medium questions with a time limit of 45 minutes.
  2. DSA round: I was asked to create a phone directory where, given a phone number, I had to return the name (and vice versa). I initially considered a Trie, but a simple two-hashmap approach worked just fine.
  3. Systems design round: This was probably the most challenging and interesting round. Instead of a standard problem, the interviewer picked one of my past projects and asked me to design a payment system that would work even if the internet was unavailable. The focus was on security, distributed authority, and avoiding a single source of truth. We ended up discussing various blockchain concepts.
  4. Hiring manager round: The HM first asked me to explain how I would crawl URLs from a webpage and build a map of URLs to HTML pages using BFS. Then, they asked a few behavioral questions about challenges I've faced at work and disagreements with leadership.
  5. Leadership round: This was more of a discussion about the company's vision, conducted by a skip-level manager.

Interview Questions (2024 Cycle - for several positions simultaneously):

  1. Online HackerRank assessment: The format was the same as in 2022, with two medium-level questions.
  2. Coding round: This round was quite diverse.
    1. In an open-ended question, I was asked to design a system that listens to messages related to various events (e.g., movie releases, sports events) from a data source. Each event type had different structures, so I had to decide on a flexible message format like JSON. The challenge was to design an efficient in-memory storage solution for real-time queries and aggregations, such as retrieving the next upcoming movie or the score of an ongoing match. The focus was on creating optimal data structures and ensuring quick, scalable access to the stored information.
    2. Longest common prefix: I initially used a Trie, but the interviewer asked for an alternate approach, so I switched to iterating through the array character by character.
    3. Reverse linked list within a range
    4. Depth of a binary tree
    5. Design snake game
    6. I was asked to build a React web page to display GDP data. Even though I hadn't worked with React before, I was allowed to Google during the interview to demonstrate my adaptability.
    7. SQL-related questions were asked, including querying top employees with the highest salary from each department.
    8. Optimizing Java code for summing integers:
      LinkedList<Integer> list;
      Long sum = 0;
      for (int i = 0; i < list.size(); ++i) {
          Long value = list.get(i); 
          sum += value;
      }
      

      My suggested optimizations were:

      • Avoid using Long (Object) instead of long (primitive) to prevent memory issues.
      • Use Iterator or switch to ArrayList for better performance with get(index) in LinkedList.
  3. Systems design: This round had multiple distinct problems.
    1. Design an online block diagram maker app, including real-time updates for multiple users and infinite canvas size management.
    2. Design a system for managing asset prices, where changes in the price of one asset (e.g., Asset-A) would trigger changes in related assets (e.g., Asset-B, Asset-C) based on predefined relationships. The problem was modeled as a Directed Acyclic Graph (DAG) with weighted edges representing the price change dependencies. My task was to ensure that when a price change occurred, the system would efficiently propagate the updates across the dependent assets while maintaining low latency and consistency, similar to stock trading platforms.
    3. Develop an app similar to DigiYatra.
    4. We discussed concepts like Kafka vs. SQS, microservices architecture, circuit breakers, and quorum.
  4. HM round: This was similar to the 2022 round, focusing on my past projects and behavioral aspects.

Offer:

The entire process took me 1–1.5 months. Apple's offer may not have the highest cash component, but I found the stock component to be very attractive. In my opinion, the culture, perks, and stock performance make it a great offer, which I happily accepted.

Interview Questions (21)

Q1
Validate Parentheses
Data Structures & AlgorithmsEasy

Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid. An input string is valid if: Open brackets must be closed by the same type of brackets. Open brackets must be closed in the correct order. Every close bracket has a corresponding open bracket of the same type.

Q2
Trapping Rain Water
Data Structures & AlgorithmsHard

Given n non-negative integers representing an elevation map where the width of each bar is 1, compute how much water it can trap after raining.

Q3
Phone Directory System
Data Structures & Algorithms

Design and implement a phone directory system where, given a phone number, you return the corresponding name, and vice versa. The system should support bidirectional lookups.

Q4
Offline Payment System Design
System Design

Design a payment system that can function reliably even when internet connectivity is unavailable. Key considerations included security, distributed authority, and avoiding a single source of truth. We discussed concepts related to blockchain.

Q5
Web Crawler Design with BFS
Data Structures & Algorithms

Explain how I would crawl URLs from a webpage and build a map of URLs to their corresponding HTML content, utilizing a Breadth-First Search (BFS) approach.

Q6
Behavioral Questions: Workplace Challenges & Leadership Disagreements
Behavioral

I was asked behavioral questions covering my experiences with challenges encountered at work and how I handled disagreements with leadership.

Q7
House Robber II (Circular Array Modification)
Data Structures & AlgorithmsMedium

You are a professional robber planning to rob houses along a street. Each house has a certain amount of money stashed. All houses are arranged in a circle. That means the first house is the neighbor of the last one. Meanwhile, adjacent houses have security systems connected, and it will automatically contact the police if two adjacent houses were broken into on the same night. This problem was given with modifications: 'toys and fun units' instead of 'houses and money' in a circular array setup.

Q8
Remove All Adjacent Duplicates In String
Data Structures & AlgorithmsEasy

You are given a string s. A duplicate removal consists of choosing two adjacent and equal letters from s and removing them. We repeatedly make duplicate removals until we no longer can. Return the final string after all such duplicate removals have been made.

Q9
Real-time Event Messaging and Query System
System Design

Design a system that listens to messages from a data source related to various events (e.g., movie releases, sports events). Event types have different structures, requiring a flexible message format like JSON. The challenge is to design an efficient in-memory storage solution for real-time queries and aggregations, such as retrieving the next upcoming movie or the score of an ongoing match. Focus on creating optimal data structures and ensuring quick, scalable access to the stored information.

Q10
Longest Common Prefix
Data Structures & AlgorithmsEasy

Write a function to find the longest common prefix string amongst an array of strings. If there is no common prefix, return an empty string "".

Q11
Reverse Linked List II
Data Structures & AlgorithmsMedium

Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.

Q12
Maximum Depth of Binary Tree
Data Structures & AlgorithmsEasy

Given the root of a binary tree, return its maximum depth. A binary tree's maximum depth is the number of nodes along the longest path from the root node down to the farthest leaf node.

Q13
Design Snake Game
System DesignMedium

Design a Snake game that is played on a width x height grid. The snake initially occupies the top left corner (0,0) and its length is 1. When a piece of food is eaten, the snake's length increases by 1. Design a SnakeGame class.

Q14
React Web Page for GDP Data Display
Other

Build a React web page to display GDP data. This was an open-ended front-end development task where I was allowed to use Google, demonstrating adaptability, even though I hadn't worked with React previously.

Q15
SQL Query: Top Employees by Salary per Department
Other

I was asked SQL-related questions, specifically how to query the top employees with the highest salary from each department.

Q16
Optimizing Java Summation of LinkedList Integers
Other

Given a Java code snippet for summing integers in a LinkedList<Integer>, identify and suggest optimizations to improve performance and prevent potential memory issues. The original code was:

LinkedList<Integer> list;
Long sum = 0;
for (int i = 0; i < list.size(); ++i) {
Long value = list.get(i);
sum += value;
}

Q17
Online Block Diagram Maker App Design
System Design

Design an online application for creating block diagrams. The system should support real-time updates for multiple concurrent users and manage an 'infinite' canvas size efficiently.

Q18
Real-time Asset Price Propagation System Design (DAG)
System Design

Design a system for managing and propagating asset price changes. Changes in one asset's price should trigger updates in related assets based on predefined, weighted dependency relationships modeled as a Directed Acyclic Graph (DAG). The system must efficiently propagate updates across dependent assets with low latency and consistency, similar to a stock trading platform.

Q19
Design a DigiYatra-like Application
System Design

Develop the system design for an application similar to DigiYatra, which focuses on providing a seamless, paperless travel experience using facial recognition technology.

Q20
Distributed Systems Concepts: Kafka vs. SQS, Microservices, Circuit Breakers, Quorum
System Design

I was asked to discuss and compare various distributed systems concepts, including Kafka vs. SQS, microservices architecture, circuit breakers, and quorum.

Q21
Behavioral Questions & Past Projects Discussion
Behavioral

This hiring manager round focused on discussions about my past projects and various behavioral questions, similar to the 2022 hiring manager round.

Preparation Tips

For my preparation, I utilized various resources and methods. I specifically found a Google interview experience blog post helpful for detailing my study approach, which you can find here: Google interview experience blog.

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