The IoT Academy Blog

Top Programming Languages for Data Science in 2022

  • Written By  

  • Published on February 17th, 2022

Programming languages help people tell computers what to do. These languages need the specific coding syntax to develop applications. Software development is a rewarding job. A recent report predicts a 21% increase in programming positions by 2028. Wikipedia claims 700 languages. So choosing one to study might be difficult.

An annual update to the list of programming languages adds to the confusion. But don’t worry, we’ve got you. Our selection of 10 programming languages is based on career perspectives, future expectations, business requirements, and language characteristics.

Learn the top programming languages for a Data scientist in 2022. So let us begin.


1. Python


Python is the language of the future. According to recent data, roughly 80% of developers code in Python. Python’s vast library aids AI, data science, and machine learning procedures. Python is currently the king of programming languages. Learn it now and get the benefits in 2022.

It is a profitable language with outstanding characteristics like:

Easy to code.
Libraries and frameworks that support a wide range of apps.
Included Java/C equivalents like CPython, Jython, etc.
GUI help.
Intel, Facebook, Spotify, Netflix, and more use Python.


2. Java

Java is a robust programming language used on over 3 billion devices. Java is now a hot technology. It is utilized in desktop, mobile, online, AI, cloud, and other applications. Success in this technology promises outrageous earnings, incredible development potential, and worldwide recognition. Java has several notable features:


Platform independence and OOP.
Enhanced performance and security.
The safest language.
Amazon, Adobe, Flipkart, Instagram, and more use Java.
Thus, Java will be one of the best languages to learn in 2022.


3. JavaScript


JavaScript is a popular online programming language. According to the report, over 97% of websites employ JavaScript on the client-side.

Code organization improves efficiency and readability.
It’s easy to learn and in demand.
Platform independence and browser control.
Validate user input.
Microsoft, Uber, PayPal, Google, Walmart, and others use JavaScript.

According to recent data, 72% of organizations want JavaScript developers. So mastering JavaScript may be the best professional move you can make in 2022.


4. Kotlin


Kotlin is an app-oriented cross-platform programming language. More than 60% of Android developers utilize it. On various well-known indexes, Kotlin ranks fourth among the fastest-growing languages. Among Kotlin’s notable characteristics are:

Shortcode, organized concurrency.
Added security measures.
Coding is around 20% less than Java.
It is fully interoperable.
Pinterest, Uber, Trello, Amazon, and more use Kotlin.

If you want to work in Android app development in 2022, studying Kotlin is the best option.


5. R


R is a statistical and graphical programming language. Statisticians and data miners commonly use it. It is vital in data analysis, finance, and communications.

It contains interactive graphics libraries.
OOP stands for object-oriented.
Cross-platform compatibility.
Extensible.
Top R users include Flipkart, Amazon, Google, and LinkedIn.

Because R experts are limited, mastering this language might be a lucrative career move.


6. PHP


PHP is a general-purpose programming language that will remain relevant in the following years. A server-side language that may be incorporated with HTML to enhance online sites. PHP developers are in demand due to the growing internet trend. Among the excellent characteristics are:

Easy to learn.
Scripting languages are slower.
Defends against dangers and assaults.
Facebook, Yahoo, and Wikipedia all use PHP.


7. Go


Go is one of the most trustworthy and efficient programming languages. Google created it in 2007 to manage its rapidly expanding infrastructure. It rapidly became one of the most popular programming languages. Among Go’s remarkable characteristics are:

Easy to learn and grasp.
Aids automation.
It aids AI and data science.
Google, BBC, Medium, and Uber all function on Go.

Because Go is the future of programming, you should consider studying it in 2022.


8. C


C is a general-purpose programming language for games, graphics, and business applications. Unique characteristics include:

Built-in functions and operators.
It can grow.
Enhanced efficiency and speed.
GitHub, Telegram, MasterCard, and others use C extensively.

Despite new programming languages, it is in great demand. C allows for a prosperous career.


9. Swift


Apple Inc. created a powerful programming language. Also used to develop applications for iOS, watchOS, macOS, etc. High-performance and secure apps are the future. So it will soon be a top programming language.

It has excellent characteristics such as:

Ease of use.
Facilitates creation.
Performance boost.
Dynamic library support.
Apple, Instagram, Uber, and Slack all use Swift.


10. C#


Microsoft created C# in 2000 as a programming language for the.NET platform. It works well with desktop apps and games. According to the report, 34% of top mobile games use C#. It’s a well-designed language in great demand worldwide.

Easy to learn and grasp.
It uses.NET libraries.
Microsoft, Stack Overflow, Accenture, and Alibaba Travels use C#. So learning C# is a great career move for 2022.

The IoT Academy serves as the best destination for programming language enthusiasts who want to explore and nurture their skills in popular programming languages. 




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