The top programming languages you need to learn for 2022
With hundreds of coding languages out there, which ones will earn you the most?
Software and web development have become two of the most attractive career paths in tech thanks to employers increasingly willing to consider applicants without a computer science background, the variety of job opportunities out there, and the generous salary packages.
The IT talent shortage is well documented, and as it stands, there is still a real shortage of software developers fluent in a variety of programming languages. The good news is that jobs are plentiful, secure, and often pay handsomely.
Determining what language to learn can be a difficult task, though, given the number of languages and frameworks available, each serving a different sector of the industry. For example, if you wanted to learn how to program to handle and manipulate large datasets, you wouldn’t choose a language or framework built for mobile app development, like Swift, Kotlin, or Flutter.
The languages in this list have been informed by Stack Overflow’s most recent developer survey, while the salary information comes from PayScale, correct as of June 2022.
|Reasons to learn||Beginner friendly, incredibly versatile, useful in AI development|
Python is widely considered among the easiest languages to learn, largely due to its simplified syntax, so it's not surprising that it's one of the most popular.
It has become especially popular in the past few years thanks to its capabilities in applications such as machine learning, a fast-growing field. However, it's useful in a range of other areas too such as robotics, AI and big data, so it can be a valuable skill even for experienced devs. What's more, Python was dubbed the 'language of the year' for the second year running by software testing firm Tiobe in 2021.
Python's relative simplicity makes it the perfect skill for new developers to learn, as it provides a great way to get to grips with the basic fundamentals of programming whilst still offering a tangible benefit to earnings potential. Like Java, Python has access to repositories of pre-written codes that will work on most operating systems. This makes it an excellent teaching tool, allowing new coders to think about problem-solving rather than learning a complex language from scratch.
|Reasons to learn||Great for Windows developers, good option for those working with IoT|
An offshoot of the original C language, C# (pronounced 'C sharp', like the musical note) is a combination of the best features of C and C++. It's built specifically for Microsoft .NET, and is thus one of the best options for developing code for the Windows ecosystem. As such, given Windows' prevalence in the enterprise world, C# developers are rarely likely to be out of work for too long.
The language uses XML and SOAP to include elements of object-oriented programming, which gives developers additional speed when coding. C# is particularly great for developing lean applications; it has a minimal runtime, and it runs incredibly close to the bare-metal it's running on. This makes it a good choice for embedded systems like IoT devices. It's also versatile enough to handle back-end and front-end development.
|Reasons to learn||Must-have for back-end developers, good for building enterprise apps|
It's used by around 9 million developers on some 7 billion devices and PCs, even propping up some of the most viewed websites in the world, including Netflix and Amazon.
One of Java's main benefits is that it's a highly-scalable language, so is well-suited to enterprise applications. It's also been in use for many years, so is already a key part of many organisations' environments.
It was designed to allow programmers to run their code on different machines and operating systems with minimal fuss, so long as there is a Java Virtual Machine (JVM) installed. This allows the code to speak a common language and is an ideal choice for developers working on cross-platform networks.
|Reasons to learn||Must-have for database developers|
One of the most venerable programming languages still in mainstream use, Structrured Query Language, known commonly as SQL, was first developed in 1972, and has managed to retain its position as an essential part of modern business IT. This is because it's designed for managing large databases from the likes of Oracle, Microsoft and IBM, which still power a plurality of enterprise applications.
While SQL may seem a bit old-fashioned, it's actually surprisingly versatile, and can run big data applications as well as more traditional databases. It's one of the most reliable languages out there, which explains its enduring popularity.
|Reasons to learn||The go-to web development language|
Built specifically for web development, it's the technology that powers things like rich media, online video, dynamic pages and much, much more. It also has a number of associated frameworks, such as React, which can be used for other applications like building cross-platform mobile apps.
|Reasons to learn||Great for large-scale app development, plenty of available jobs|
|Reasons to learn||Must-have for anyone interested in iOS development, solid secondary skill on your CV|
Like Kotlin's relationship to Android, Swift is the preferred language for writing apps for any of Apple's platforms, including iOS, macOS, watchOS, tvOS and iPadOS. It has also enjoyed a period of growth in the past few years, in part due to its ease of use and also the increased confidence in its long-term viability which leads to more developers learning the language.
This makes it an essential tool for any app developer, but it does limit its usefulness outside that arena. It's not particularly widely-used within enterprise IT, and it's not an especially versatile language in terms of its applications.
If you're planning to develop for mobile devices, however, it's well worth knowing. It has enjoyed a rise of several places in the past few years in the Tiobe index and may well further increase in popularity in years to come.
|Reasons to learn||Beginner friendly, general purpose, good for OS development|
C is another easy-to-learn, multi-purpose language in this list that is hugely popular in the Windows, Linux, and UNIX communities for its powerful capabilities in system scripting applications. It's a general-purpose language that can be used for a variety of applications in the enterprise all the way through to the gaming space.
C also plays a hugely important role in the heart of most major operating systems, with the kernels of Windows, macOS, iOS, Android, Windows Phone, and most of Linux all written in C. It could be argued much of the world runs on C which makes it an ideal, versatile language to add to your arsenal.
|Reasons to learn||Highly specialised, good for lightweight app development|
C++ consistently ranks among the most useful programming languages in the world and is an extension of the aforementioned C language. Often relied upon by major system processes like operating systems, graphical user interfaces (GUIs), embedded systems and more recently, VR applications, it's another multi-purpose language that's likely to put you in work for many years to come.
Because the language can make direct changes to the hardware on which it runs, C++ is a great choice for developers looking to build fast, efficient applications that require limited resources. Developers have a significant amount of control over the tuning of their C++ code, making little tweaks to efficiency easy to accomplish.
2022 State of the multi-cloud report
What are the biggest multi-cloud motivations for decision-makers, and what are the leading challengesFree Download
The Total Economic Impact™ of IBM robotic process automation
Cost savings and business benefits enabled by robotic process automationFree Download
Multi-cloud data integration for data leaders
A holistic data-fabric approach to multi-cloud integrationFree Download
MLOps and trustworthy AI for data leaders
A data fabric approach to MLOps and trustworthy AIFree Download