There is no doubt cracking the Coding interviews of top tech companies like Google, Microsoft, and Amazon is very hard, but you can still crack it by carefully planning and preparing the essential skills which matter most like , , , , and of course, . Data structures and Algorithms System Design Multithreading and Concurrency SQL and Database design problem-solving skills Being an author of Java and a programming blog, I often receive queries about Or how can I get a software development job on Amazon or Facebook? how to prepare for coding interviews? How to pass Google or Microsoft Software Developer interviews? After answering many of my readers one by one on Facebook and LinkedIn, I thought to put together a list of . essential topics for coding interviews This list will give a good head-start for your preparation for any tech company interview like Google and Amazon. However, even if you are not targeting Google and just want a Software developer job, you can still prepare these topics. In fact, preparing for tech giants like Google, Amazon, Apple, and Facebook means you are miles ahead of other candidates, and you will most likely secure many job offers from smaller firms, startups, and investment banks. That's why I suggest aiming higher because even if you don't get what you want, you will still get job offers that are desirable by many programmers. Another critical thing to note is that different interviews need different skills. For example, when you go for a , you are bound to know Java. Similarly, for a Python developer interview, it's expected you to know Python and some popular Python frameworks like and . Java developer interview Django Flask For a Web developer, HTML, CSS, and JavaScript are core skills, and you will be grilled on those, apart from modern web development frameworks like , , and , with a bit of as well. Angular React Vue.js node.js I'll not touch, that topic but I'll share essential skills that are required to pass all of those interviews. They are also known as core programming skills, and it's expected from every Software developer to know that. How to Prepare for Coding and Programming Interviews - Topics and Skills Anyway, without wasting any more of your time, here is my list of topics you can prepare to boost your chances on Google, Amazon, and Microsoft Programming Job Interviews. 1. Data Structure As a programmer, it's OK if you cannot write web apps using or but it's not OK if you don't know how a hash table works and when to use a list over an array? And, Data Structure and Algorithms are the core of computer science and programming, and it's expected for every software developer to have a solid knowledge of fundamental data structure. Django React, what advantages B-Tree offer over an array? It's imperative to have a good understanding of data structure for writing a robust, performant application that your users will appreciate. Imagine, if Facebook or Google takes 1 minute to log you in, you will never go there, forget how important they are. Performance is critical, and unless you understand how your program is working and how your data is stored, you will not go anywhere. In , you will be asked to optimize your solution for time and space. You can't do that unless you have a solid understanding of how your code works and how data is stored and accessed. technical interviews This is probably the most important topic for coding interviews and you should prepare it well. At a bare minimum, you should know about the , , , binary search tree, self-balanced trees like AVL tree, hash table(or map or dictionaries as known in Java and Python) stack, queue, and graph. array linked list binary trees You should understand how to store and access elements from these data structures and the computing cost involved. You should also have a comparative analysis of when to use a particular data structure like for a faster search array, and the hash table is better. Still, for faster addition and deletion, a linked list will outperform an array. If you need a resource to get up to speed, I suggest you pick a data structure course where examples are shown in the language you are most comfortable with. For Java developers, I recommend , and for Python Programmers, I recommend Algorithms and Data Structure in Python course on Udemy. You can check out that course . Data Structure and Algorithms: Deep Dive in Java here 2. Algorithms While it's important to know the essential data structure like an array, linked list, and trees, it's equally important to learn how to work with those data structures. If you don't know the difference between linear search and binary search algorithms, and what it means to run in O(log n) as opposed to O(n^2), you need to spend some time learning algorithms. This can often be the difference between a fine-tuned application and a slow, crappy process that hangs more than it works. At a bare minimum, you should know about sorting algorithms like , , heapsort, etc. searching algorithms like binary search, and some graph algorithms like fastest route-finding algorithms, which are the base of many deliveries and taxi-hailing apps like Uber, Grab, and Ola. quicksort mergesort You should also understand how the library methods you are using for sorting an array work, which algorithm it uses internally, and when a different algorithm would do a better job. I strongly suggest you prepare for this topic in depth. If you need a resource, Thomas H. Cormen's " is the most recommended resource, but it's not for the faint-hearted. For a less intimidating entry, I would recommend the book by Aditya Bhargava and Algorithms course on Coursera. Introduction to Algorithms," Grokking Algorithms 3. System Design This is another crucial topic you need to prepare well for your programming job interviews, especially at big tech companies like , , , and Facebook. You need to have some ideas about how to design your solution from architecture to coding. Google Microsoft Amazon System design is actually very vast. At a high level, it covers things like software architecture, I mean the advantage between monolithic and microservice architecture and choosing between a and . NoSQL SQL database It covers things like how we will design an application that can handle 10000 concurrent users, and includes things like scalability. At a low level, it covers Object-Oriented Programming and Design, which talk about designing your classes and their relationships, following good coding practices, and software design principles like SOLID. Because of this, many candidates struggle to answer system design questions, and if you want to succeed, you must put particular emphasis on this skill. If you need a resource, I recommend you to check about the course on Educative, which is prepared by people who served as hiring managers on those tech companies, and it also walks you through common system design interview questions. Grokking System Design Interview For Object-Oriented design and analysis, I recommend the Head First Object-Oriented design book to learn fundamentals and course on Educative for some practice. Grokking the Object-Oriented Interviews 4. Multithreading and Concurrency Concurrency is one of the most desired skills by employers, and also one of the most advanced topics brought up in interviews. Because it shows your ability to design a program that efficiently uses resources but at the same time it's a very tricky topic to master and that's why interviewers love it. can also be used to gauge your expertise and technical depth and is often uses as a key deciding factor in your overall hiring level. Whether you are just entering your career or are looking to switch jobs, it never hurts to dedicate some time to mastering concurrency. Concurrency At a bare minimum, you should know about threads, processes, shared memory, monitors, locks, critical section, and deferred callbacks. Having a good knowledge of how to avoid race conditions and deadlock can be even better. Practicing classical concurrency interview questions like , Dining Philosopher, and others can also teach you a lot about concurrency and multithreading and give you the confidence to visualize how code and data work when multiple threads run in parallel. Producer-Consumer If you have an interviewing coming up, then I highly suggest you double down on concurrency. This is because I know it can be one of the most challenging topics brought up during most of the interviews, even for experienced developers. However, gaining a mastering concurrency will put you at a considerable advantage over other candidates. If you need resources, I strongly suggest you check out by C.H. Afzal on Educative. This course contains the most common concurrency interview questions solved in Python, Java, C#, and Ruby. Going through those questions will give you a good background on Concurrency and Multithreading. Multithreading and Concurrency Interview Questions 5. SQL and Database Design As a software developer, working with a relational database is a critical skill that you'll need, and it will stick with you no matter where you are in your career. Every company from small to large uses a DBMS, so it's likely that you will come across different data models, type so databases ( and ), and dependencies on various companies. NoSQL SQL Knowing how to structure your data within a DBMS is critical. Should you use an entity-relationship (ER), model? A hierarchical model? A three-schema architecture? The choices can be intimidating, but it's good to know about the different ways to structure your data as that when you switch database vendors like from to or , you can plugin with minimal hand-coding. Oracle SQL Server PostgreSQL As a programmer, you should also know about SQL, not just the syntax but also how the database actually runs your query and how joins are executed, how to index are used, and the difference between table scan, index scan, and index seek. These details are not just important from the coding interview perspective but also from day-to-day jobs. If you need resources, I suggest you go through with , where you will learn about the different concepts and techniques you can use to structure your data and explore why you should use particular approaches for certain problems. Database Design Fundamentals for Software Engineers You will also be exposed to techniques like normalization, which help to increase the efficiency o the database, and avoid duplication. I also suggest you go through an SQL-focused course like by Jose Portilla on Udemy as SQL queries are also an essential part of coding interviews along with database design. I also suggest Use The Index Luke book to better understand how SQL query works in general. The Complete SQL BootCamp 6. AWS, Docker, and Kubernetes While these five are definitely must-have skills for coding interviews, employers are nowadays also looking for modern tech skills like AWS, Docker, and Kubernetes, which makes them important topics for technical interviews. Since cloud computing is the next big thing and this decade of software development will be cloud-native, it's better for a software developer to know about Cloud and modern deployment tools like and . Docker Kubernetes This is also important if you want to stay ahead of the curve and give a reason to your employer to hire you than the next candidate in line. For AWS and Cloud, one more thing you can do is to get a certification, not because you can't get a job without certification but to learn better and get recognition for your skill. For AWS, I suggest you at least have an to showcase necessary cloud skills, and if you prefer Microsoft Azure, then Azure Fundamentals ( ) is an excellent certification to start with. AWS Cloud Practitioner certification AZ-900 Docker is a container, which allows you to run your application as a whole, along with all the dependencies. This makes both development and deployment easier, particularly for . Since the container makes cloud deployment more manageable, they are also easier for the manager to scale up and down. Microservices is a container orchestration tool, which means it can use manager containers at scale. Kubernetes It's easy to deploy and manage a few boxes, but when you have to deploy 100s of containers for your application for a promotion event like Amazon prime Sale and then need to take it down once traffic returns to normalcy is not easy. can do that for you and provide automation and peace of mind. Kubernetes While both Docker and Kubernetes are not mandatory skills for a programmer but definitely essential from the Job perspective. I recommend every Software developer or aspiring programmer to learn Docker and Kubernetes, and if you need a resource, Stephen Grider's online course -** ** on Udemy is a great starting point. Docker and Kubernetes: The Complete Guide That's all about some of the most of companies like Google, Microsoft, Apple, Facebook, and Amazon. Along with these topics, I have also listed some of the and you can take to learn those skills and be better prepared for your next coding interview. important skills and topics you can prepare to crack the coding interview best books courses Other Programming and Java Articles you May like 10 courses to crack Coding Interviews 10 Websites to Practice Coding Problems 10 Books to Prepare Technical Programming/Coding Job Interviews 10 Algorithm Books Every Programmer Should Read Top 5 Data Structure and Algorithm Books for Java Developers My favorite free courses to learn Algorithms in depth 10 Free Data Structure Courses for Java Developers Top 10 Free Courses to learn AWS 10 Free Courses to learn Docker for Programmers 10 Tips and 101 Coding Problems to Crack Programming Interview 10 Best System Design courses for Coding interviews 6 Best Dynamic Programming Courses for Interviews 100+ Data Structure and Coding Problems for Interviews Thanks for reading this article so far. If you find these useful, then please share them with your friends and colleagues. If you have any questions or feedback, then please drop a note. Coding interview skills and topics If you are aiming for FAANG (Facebook, Amazon, Apple, NetFlix, and Google) companies then I also suggest you join the course by Andrei Negaoie on ZTM Academy. FAANG interviews are the toughest to crack and this course is a valuable resource to crack FAANG interviews. P. S. - First Published . here

Amazon

Apple

Facebook

Google

Microsoft

Netflix

Oracle

Uber

Where to Learn Machine and Deep Learning for Free

The Web Development Courses to Help you Kickstart a Career in Web Development

Read my blog

Nominated for 2022 - HackerNoon Contributor of the Year - Django

Nominated for 2022 - HackerNoon Contributor of the Year - Online Education

Nominated for 2022 - HackerNoon Contributor of the Year - Google Cloud Platform

Nominated for 2022 - HackerNoon Contributor of the Year - Neural Networks

Too Long; Didn't Read

How to Crack Coding Interviews? Tips, Topics, and Skills

How to Crack Coding Interviews? Tips, Topics, and Skills

About Author

Comments

TOPICS

THIS ARTICLE WAS FEATURED IN

Related Stories

10 Awesome Gift Ideas for Programmers and Geeks

10 Tips to Help You Become a Digital Marketing Professional Without a Degree

10 Tips For Junior Developers To Succeed in Code

10 Stories To Learn About Internships

10 Steps for Landing a Job at a Startup

10 Reasons To Keep Working From Home Long After Your Town Reopens

10 Awesome Gift Ideas for Programmers and Geeks

10 Tips to Help You Become a Digital Marketing Professional Without a Degree

10 Tips For Junior Developers To Succeed in Code

10 Stories To Learn About Internships

10 Steps for Landing a Job at a Startup

10 Reasons To Keep Working From Home Long After Your Town Reopens

Light-Mode

Classic

Newspaper

Minty

Dark-Mode

Neon Noir

Minty

HN StartUps