5 Popular Techstacks: Weapons In A Data Analysts’ Arsenal

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It is crucial to identify your requirements when you plan to develop software for your own business. Nonetheless, time, budget, and effort are the primary elements that you need to consider while making this decision. In fact, building an attractive and functional website is quite similar to building a house.
Some of the most popular websites that use finely selected tech stacks are OneDrive, Netflix, Tripadvisor.com, and OneDrive storage. The technology stacks deliberately breathe life into the software products that are being broadly used today. Moreover, it also significantly impacts the application’s functionality and design, along with the future ability for scaling.
If you look forward to developing highly productive software, you are in the right place. This article will give you a quick overview of the top 5 popular tech stacks. Keep reading until the end to understand the weapons within the data analysts’ arsenal clearly.

Tech Stack – What is it?

A tech stack is nothing but a set of programming languages, tools, and technologies that efficiently work together—these help in building solutions and products like mobile and web applications, websites, etc.
There are two significant elements of a tech stack, namely, the front end and the back end. And both of them work hand-in-hand only to create a working tech stack. You should note that a tech stack is also referred to as an application stack or solution stack. It is an ecosystem of programs, data, and tools combined to run a particular product or software.

Top 5 Tech Stacks for 2022

You can always consider using the proven tech stack models so that you can save both your time and money. Most importantly, the components of the tech stacks are updated regularly; however, the principles remain the same. While there is an enormous knowledge base, using a popular tech base is immensely beneficial.
Here, we have made a comprehensive listing of the most popular tech stacks of 2022:


The .NET core of Microsoft has been proliferating and gaining massive popularity in recent years. All of the modern .NET applications are extremely lightweight and can efficiently run on both Linux and Windows. While Microsoft has embraced open-source technology, it has caught the attention of all developers across the world.
So, when you have .NET 5 right at your disposal, you will not have to think much about the .NET Core and the .NET Framework.


Whenever it comes to tech stack models, LAMP is quite an industry standard. It delivers the most promising cost efficiency, performance, and flexibility in web development. The acronym LAMP stands for:

  • Linux
  • Apache
  • MySQL
  • PHP

You should note that these stack layers are free and open-source. And while this tech stack can efficiently run on any operating system, you can seamlessly modify and interchange the components. You need to use MAMP for MacOS, and for Microsoft Windows, you can use WAMP.


MERN and MEAN are quite similar to each other. However, the only difference is that you get to change Angular.js with React. Above all, React is also known for its performance and flexibility while developing user interfaces.
MERN’s primary benefit is the ability to use codes simultaneously on servers and browsers.


MEAN is one of the well-known tech stacks that brings a plethora of benefits to web developers. Here, developers can seamlessly use a single language, and all its underlying technologies are free and open source. The components of MEAN are:

  • js backend web framework
  • MongoDB (NoSQL database)
  • js server-side JavaScript
  • js front-end framework

You should note that MEAN provides an efficient approach for creating super fast and highly efficient applications. Besides, this tech stack helps in building scalable software products.


MEVN is another variation of MEAN. It uses Vue.js as the front-end web framework rather than Angular.js. It is clearly visible that the popularity of Vue.js has grown rapidly over the years. Besides, MEVN incorporates some of the finest features of React and Angular.
You should note that Vue.js is extremely easy to learn. Above all, it delivers a crystal clear programming style and provides excellent performance for web applications.

To conclude

The career of a data analyst has gained remarkable popularity in recent years. It is a highly rewarding career as it offers an excellent pay scale. So if you are looking forward to becoming a data analyst, you can enroll in the best courses Emeritus India offers. There are a plethora of data science and data analyst courses that will help you have a bright and rewarding future.

Frequently Asked Questions:

What does a tech stack commonly consist of?

A tech stack is a combination of various technologies companies use. It is primarily used for building and running a project or an application. Sometimes, a tech stack is called a “solutions stack,” consisting of numerous things. Some of them include frameworks, programming languages, front-end tools, backend tools, databases, and numerous applications that remain connected via APIs.

What do you understand about the tech stack of a data scientist?

You should note that the tech stack of data science is not just about the framework used to create models. The data science tech stack is also about testing, infrastructure, data products, and machine learning for decision-making. And remarkable advancements and improvements are being made to make the best use of this technology.

What are the different kinds of applications of a stack?

Listed here are the different applications of the stack:

  • Backtracking
  • Expression evaluation
  • Memory management
  • Expression conversion

How can you build a tech stack?

If you are looking forward to building the right tech stack, you need to adhere to the following steps:

  • Step 1: Determine and find out all the processes that you need to automate
  • Step 2: Choose and pick out between the process-specific and industry-specific tools
  • Step 3: Check out the user reviews thoroughly to find out the thoughts of your peers
  • Step 4: Lastly, you need to do proper planning for the long run


What are some tips for choosing a tech stack?

Here are a few commendable tips for choosing the best technology stack for web development:

  • Consider the functionality and product specification
  • Determine the size and complexity of the project
  • Consider the requirements of system load
  • Determine the requite speed, functions, and performance of the product
  • Consider the timeline of the project
  • Look into both scalability and flexibility of the tech stack
  • Take the tech stack ecosystem into consideration

About the Author

Emeritus brings you the latest learning trends, in-demand skills, and research across the most sought-after professions. Discover the benefits of lifelong learning with us.
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