It’s not news that STEM talents are in great demand and are paid well. Online postings for software jobs across the U.S. grew 31% from 2007 to 2012 – nearly 3x faster than overall job postings. The US Bureau of Labor Statistics estimates software developer jobs to continue to grow at 22% from 2012~2022, with a median pay of $100,080 for software app developers as of May 2016.
If you’re looking to learn how to code, the sheer number of programming languages may be overwhelming – what language should you indeed learn? This article hopes to give you some pointers by comparing the salary, popularity, and prospective future associated with different programming languages.
Here’s a Fun Quiz to help you decide the best programming language you should learn.
Table of Contents
An Overview of Programming Languages
Before we go into comparing programming languages, let’s first take a look at the languages we’re going to be covering.
Dynamic languages are generally easier for total beginners to learn because they’re flexible and fun. You can quickly build an app from scratch with less lines of code, and there is no hard rule on how to write things to behave in the way you want them to. As dynamic languages are usually very high level languages, you’d spend less time trying to get the details right and more time learning programming concepts, which is another reason dynamically typed languages are popular with beginners who are motivated by being able to build things and see results quickly.
Ruby was developed so developers can have fun and be productive at the same time. Ruby was made popular by the Ruby on Rails framework, a full-stack web framework optimized for programming happiness. As Ruby reads like English and Rails has tools that make common development tasks easier “out-of-the-box”, many would recommend learning Ruby as your first programming language.
Ruby is mostly used for back-end development, and popular sites such as Airbnb, Shopify, Bloomberg, Hulu, Slideshare, and more, were all built with Ruby on Rails.
Python is another highly recommended language for beginners, and is the most popular introductory language at Top U.S. Universities.
Developers have used Python to build desktop apps and web apps alike, and it has great tools for data mining. In addition, Python is particularly popular in academic communities for scientific computing, data analysis, and bioinformatics.
Google, Dropbox, Pinterest, Instagram, Reddit, BitTorrent, Civilization IV, and more, were built with Python.
PHP is a server-side scripting language and is usually considered beginner-friendly. It’s easy to conceptualize what the PHP code will do, which makes it easy to pick up. Most websites have been built with PHP because the language is heavily specialized for the web.
Facebook, Wikipedia, Yahoo!, Tumblr, WordPress, and more, were built with PHP.
Statically Typed Languages
Apps built with statically typed languages are known to be more scalable, stable, and maintainable. Static languages are usually more strict in catching errors through type checking, and it takes more code to build a prototype. Game engines, mobile apps, and enterprise-level back-ends are usually built with statically typed languages.
As a general-purpose language, Java is used to build Android apps, desktop apps, and games. Java is also commonly used as a server-side language for enterprise-level back-end development – 90 percent of Fortune 500 companies use Java.
Furthermore, Hadoop is a popular Java-based framework used for storing and processing big data, and is implemented by enterprises such as Yahoo, Facebook, and Amazon Web Services.
C is often used to program system software and is the lingua franca of Operating Systems.
C has influenced almost every programming language we’ll be examining in this article, especially Objective-C and C++. So, if you know C well, it’d probably be easier for you to pick up other popular languages. Since C takes more complex code to perform simple tasks, beginners may find it tough to stay motivated if this is their first language. However, knowledge of C will definitely help you as a programmer in the long run.
Objective-C / Swift (for iOS development)
Objective-C is a layer built on top of the C language, which makes it static. With that said, it can also be used for dynamic typing. Apple’s Swift is a static language designed to be compatible with Objective-C, but its static-typing makes it more resilient to errors.
Inspired by Python, Swift is designed for coding newbies to pick it up easily and is aimed at fixing some of the issues of Objective-C.
C++ is a powerful language based on C. It is designed for programming systems software, but has also been used to build games/game engines, desktop apps, mobile apps, and web apps. C++ is powerful and fast — even Facebook has developed several high performance and high reliability components with it.
Many softwares have been built with C++, including Adobe Systems, Amazon, Paypal, Chrome, and more. Much like C, C++ is generally considered harder for beginners to learn on their own. So, if you decide to learn C++ as your first programming language, feel free to look for a mentor via Meetups or find a C++ Codementor.
C# (“C Sharp”) is developed to be used for Microsoft’s .NET framework, which runs primarily on Microsoft Windows.
C# is used for web development, game development, and general Microsoft development. Although Microsoft has not been known for being cross-platform compatible in the past, Xamarin has been working on an open-source project called Mono, which aims to port C# to other platforms and bring better development tools to Linux developers. Recently, you can also use C# to build native mobile apps for iOS and Android through Xamarin.
SQL (“Sequel”), or Structured Query Language, is a query language used to communicate with databases. Although SQL cannot be used to build apps, it is used to manage the data in apps that use relational database manage systems (RDMS).
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So, now you know a bit about different programming languages and their perceived difficulty. With that said, not all languages have the same demand or salary. If your goal in learning how to program is to increase your job opportunities and you aren’t going to be dissuaded by how hard people say a language is going to be, here are some pointers to help you figure out what language you should learn.
Based on the salaries estimations from indeed.com’s analysis of job ads, we can pretty much divide programming languages into 9 tiers:
Average salary can be affected by many things such as demand (how many job postings there are), supply (how many developers know the language) and experience (a junior developer would naturally earn less than a senior developer), so it’s a good idea to take a deeper look at these elements before jumping to any conclusions.
How likely are you to get a job based on the programming language you know? Here’s a quick look at job trends from indeed.com:
However, if your goal is to work at a startup, then perhaps the job trends from indeed.com is not the best indicator. AngelList is pretty much the go-to place for startup job postings, so we’ll take a look at the demand for programming skills based on the software developer ads in AngelList.
The Developer Supply Market
Let’s take a look at what mentors on Codementor are skilled at:
Of course, this is by no means an accurate depiction of the actual market, but it should give you a good idea of developer supplies. As you can see, even though the mobile app business has been booming for some time now, Objective-C experts are still mighty scarce. With a scarce supply of good Objective-C developers, their compensations would naturally be higher.
Now that you have an idea of what the demand and supply for each language is, let’s take a look at the potential salary you could earn based on salary information from job ads. The data comes from gooroo.io, where salary is usually derived as the average value of the salary range offered by individual job ad.
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Let’s also take a look at the demand for developers of these frameworks:
React, on the other hand, is a fairly new technology, and has been gaining momentum at a speed that rivals AngularJS’s early stages. It’s possibly still in the stage of gaining momentum and may potentially become more widely demanded, as it is in general more performant than AngularJS and thus will provide a better user experience.
Here’s a helpful guide on how React.js and Angular JS compare.
If you know a little bit about the developer world, you’d probably know how important and helpful it is to have support from other developers, especially if you plan to learn on your own.
Being a part of a supportive community will definitely make your development life easier.
StackOverflow is, by far, the largest community used by developers around the world to help and get help from other programmers, so, we’ll be examining how large/popular a programming language community is as well as how helpful the communities for different languages are.
Based on the tag followers on StackOverflow, we can see the overall popularity of a language:
SQL, Ruby, and Swift have the least followers, though this is likely because Ruby is almost strictly used for web development, while Swift is a relatively new language.
StackOverflow Answer Rate
StackOverflow has an unspoken rule where you have to phrase your question “correctly”, or people won’t bother answering you. With that in mind, let’s take a look at how likely your questions would be answered for each language:
Based on our information, although fewer StackOverflow users follow C, SQL, and C++, over 60% of their related questions get answered. Those in the know would probably argue that C and C++ are advanced languages, which means the users who are asking these questions are most likely more experienced programmers who know how to phrase their questions better. SQL, on the other hand, is not used to build things.
What’s noteworthy is how supportive Python and Ruby developers are on StackOverflow. Since Python and Ruby are the most recommended languages for beginners, there are significantly more questions about these two languages. As we hinted at earlier, beginners usually have trouble asking their questions correctly. One would assume that beginner questions would go largely unanswered — surprisingly, almost 60% of the questions about Python and Ruby get answered within 30 days.
On the other hand, PHP, while being quite a widely-followed language, has one of the lowest answer rates. This means a lot of people are asking about PHP, but not many are getting their questions answered.
Once you get into the development stage, you’ll eventually learn that it’s best to use an existing solution for your own projects when possible. You’d typically get this from open-sourced projects, and GitHub is the way to go for these things. Users can star projects they like, and the more stars a project has, the more useful it is likely going to be.
Thus, from examining data from GitHub, we can also determine the relative ease in developing projects using different types of languages. We can also have an idea of how fast a language is innovating new technologies. Without further ado, here is a simple chart to visualize the distribution of popular GitHub projects:
Ruby and Objective-C, on the other hand, also have a lot of tools and resources for development. Now, we’ve seen in the StackOverflow comparison that both languages aren’t as popular as languages like Java. Contrary to StackOverflow, developers have generally found the open source projects in GitHub quite useful. Here’s an overview of the number of GitHub repositories for specific languages:
In addition, most open source projects written in C/C++ aren’t for C/C++ development itself — they’re just tools written to help development in general (for example, the most commonly used Python interpreter is CPython, which is written in C). As mentioned earlier in the introduction to programming languages, C/C++ are mostly used for developing systems applications, so it makes sense that the open source projects on GitHub are system tools. Nonetheless, you can learn a lot from these open source projects.
Finally, SQL and Swift are lagging behind in terms of resources available.
The Future of Each Programming Language
How relevant will a specific programming language be in the future? First of all, the future of a language will largely depend on the growth of its community, as fresh blood/adoption rate is what keeps a language popular and ensures that it will continue to have resources. Thus, let’s take a look at what languages people are most interested in learning:
Startups love Ruby on Rails. Many famous websites, such as Airbnb, Twitch, Hulu, etc., are built with Rails, which means they’re always looking for Ruby developers. Also, since developers usually have a lot fun with Rails and it’s fairly easy to pick up, Rails will most likely continue to be popular among coding newbies.
That said, the rise of Node.js will definitely have an impact on the popularity of Ruby on Rails — Node.js has already overtaken Rails on Github. While this isn’t an absolute sign that Node.js will overtake Rails, we should note that a few years back, Rails overtook Python’s biggest web framework, Django, for back-end development, and Rails had more stars than Django.
However, since Rails continues to get frequent updates, it will still remain relevant for a while. Not to mention, it has a tremendously loyal community with tons of useful tools to help make development easier. Thus, despite a decline in popularity, Ruby will still be sticking around.
Want to Learn Ruby on Rails? Here are some great resources!
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The trends for backend development has been shifting away from PHP for some years now, but 80% of websites on the web are still built with PHP — it was a language designed for the web, after all.
Nonetheless, if you Google what programming language beginners should learn, you’d find that developers generally don’t recommend learning PHP. In fact, many developers apparently hate it.
The PHP community is trying to shake off its bad reputation with new guidelines on how to code PHP the Right Way and new tools, but in general, the future of PHP seems rather stagnant as of 2015 (at least in the U.S.). Though some had hoped that PHP7 would revitalize the community, it is still known to be quite fragmented.
Android has been a big boost in keeping Java the most popular programming language, and most enterprises also love Java for its relative stability and scalability.
With the rise of Spark (which uses the Scala language) and Cassandra (which supports other languages), it’s hard to say how long Hadoop will continue to reign as the most popular big data framework. With that said, given how large enterprises behave when it comes to change, Hadoop won’t be going away. The same can be said about the Java programming language in general, as Java has excellent tools for back-end development and is much more established for enterprise development.
Thus, Java will continue strong as one of the most relevant programming languages in the next few years.
Since Apple released Swift, and Objective-C only works for Apple products, one cannot expect Objective-C to stick around too much longer in the future. Swift, on the other hand, will of course be relevant for the years to come, as long as people continue to use Apple products.
With that said, this doesn’t mean you shouldn’t learn Objective-C in 2017, since most open-source projects for iOS development are still written in Objective-C. Generally speaking, using something you don’t understand is not a good idea. Not to mention, it’s not that difficult for you to learn Objective-C if you know Swift or vice versa.
Want to build iOS apps? Learn Swift with our favorite mentors!
C is quite low-level compared to other programming languages, but since it’s the OS lingua franca and many development tools are written in C, including Linux, it will be sticking around.
SQL is almost universally understood by database administrators. For a while, SQL seemed to have lost its relevance with the rise of NoSQL services, such as MongoDB and Redis, and non-SQL-using Big Data computing platforms, such as Hadoop, Spark, and Cassandra. Many people were howling about how SQL was dying.
Apparently not any more. As a result, even NoSQL had to reposition itself as “Not Only SQL.
With the rise of big data and the difficulty of managing it, SQL is hotter than ever (as you already know from the job trends). Google has also recently updated its BigQuery service so it can now ingest up to 100,000 rows per second per table, and BigQuery uses SQL. Spark’s also had the Spark SQL Module since version 1.3. For products like ClustrixDB, DeepSQL, MemSQL, and VoltDB, all you need to do is add commodity nodes instead of bulking up a database server.
All in all, SQL is relevant again because it’s needed to manage and analyze (not store) big data. The developer’s community is even predicting some sort of unification of SQL and NoSQL. Either way, not only is SQL everywhere, but it’s also safe to say SQL will continue to be relevant.
C++ is still considered the most powerful language in terms of performance and capabilities (even against Rust), C++ will most likely continue to be relevant in certain areas such as things that need high performance (e.g. game engines). Since ISOCPP (International Organization for Standardization) has completed its work on C++17, which is in its final ISO balloting process, it’ll most likely start working on C++20 in July 2017. All that to say, it’s still an evolving language.
In the future, Rust may potentially replace C++ in some areas of systems programming, as Rust aims to be able to produce less-vulnerable software than C++ does. Read more about how Rust compares to other languages here. Regardless of whether Rust will actually take over C++, now is a good time to learn Rust if you’re an advanced developer.
Being limited to Microsoft platforms and being closed-sourced did not work in C#’s favor in the past, but thankfully Mono came to the rescue (though Mono had some performance issues in the past, its recent updates have improved them).
Developers who’ve worked with C# seem to love the C# programming language, and the passion continues to fuel the strong community. Not to mention, C# is the primary language for Unity 3D, a rather popular game engine that could also works on iOS, Linux, etc. The rise of Unity3D as the de facto indie game engine and VR apps has solidified C#’s future. Since VR is a big thing, and will continue to be a big thing, C# is sure to have a pretty bright future.
Besides, C# is also pretty popular for enterprise development in countries other than the U.S., such as the UK. Obviously, Microsoft will keep C# alive for a while and keep it relevant for the .NET platform. In fact, it has been aggressively open-sourcing its products and making it more accessible so developers can adopt it.
Furthermore, if you want to mine websites for data or if you’re interested in being a data scientist, then Python is a good language to learn. If you want to work for an enterprise, then Java is the way to go. If you’re actually not that interested in building things and you’re more interested in job opportunities, then perhaps SQL is a nice place to start (especially if you like math).
Altogether, what programming language you should learn in 2017 will ultimately depend on what you want to do.
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Note: this article has been updated in 2017 for relevance
Yi-Jirr Chen || Content Maketing & Operations
Your typical massive geek who games and loves science/tech. Also publishes fiction under a pen name that is a pen name for a reason