Best Programming Languages for IoT Development

Internet of Things is a multilingual space due to its multi component nature and numerous ways the components connect and interact with each other. The parts of an IoT system — end devices, edge computing, data storage and analytic modules, end-user applications — play different roles and work in various environments. Their individual characteristics and requirements determine what programming languages IoT developers will use for coding.


According to the IoT Developer Survey held in 2019 by Eclipse Foundation, the top IoT programming languages in 2019 were Java, Python, C/C++, JavaScript and PHP. Even though this list hasn’t changed over the last couple of years, new languages like Go are being recognized increasingly.

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What influences the choice of an IoT programming language

Not surprisingly, there are many factors that determine what language is a better choice in a given situation or business case. However, there are several things that are taken into consideration more often than others:

  • Hardware. The choice of IoT hardware will help narrow down language options. For example, low-level languages like C or C++ are the most reasonable if not the only choice for small low-power devices that can run only a very compact script due to memory constraints. The same rule is relevant to computing power — the less computing power is available, the more optimized the code should be.
  • Speed and cost of development. As a rule, writing on more flexible languages like Python may take less time and effort than using more complex C or C++. So if you need to speed up the development, for example, to show an MVP for investors or start testing your system the soonest, you might lean towards choosing an easier and more versatile programming language. However, in this case, you may need more expensive and powerful hardware to run the code. So it will be a trade-off
  • between the cost of development and the cost of hardware.
  • Developer tools. Another factor that may help choose a programming language for IoT development is the availability of tools, libraries, development environment and community support. Open-source languages are usually more advanced in this respect.

Now let’s learn about some of the best programming languages for IoT development.


End devices are small connected devices like sensors or actuators. They need firmware to do all the “fieldwork” — collect metrics, turn something on or off or perform similar simple actions. As a rule, they have low computing power and limited memory capacity.

As mentioned earlier, a low-level language such as C or C++ makes the best programming language for IoT devices of this type. Writing on C/С++ allows creating a compact and optimized script ideal for the firmware that can run on RAM only.

Edge computing

Edge devices like gateways and data centers are often associated with more complex functionality. Apart from managing multiple data streams and routing data to and from the Cloud, edge layer devices can perform a variety of functions including local intelligence, automation and even using trained machine learning models.


Golang or Go is a fairly young language. Nevertheless, it is quickly gaining popularity among engineers and shows signs of becoming a popular Internet of Things programming language. Multiple benefits of Go contribute to this trend.

  • Go doesn’t have as many features as more mature languages. However, it stands out for its optimized code ideal for small edge computers that need to run data applications but have limitations in terms of memory and power.
  • Thanks to its concurrency features, Go is ideal for communication layer that requires routing millions of data streams simultaneously. Lightweight goroutine functions allow running multiple asynchronous data streams at once and don’t require much processing power.
  • Developers agree that Go is relatively easy to learn and intuitive to work with. Short learning curve is a big advantage considering the growing demand of IoT architects and engineers in the world. Besides, it’s an open-source language that already has many valuable tools like IDE, code analyzer, testing tools, debugging and profiling tools, CI/CD pipelines, data race detector.


Go is perfect for the edge devices that run compact data applications and manage multiple data streams. The typical case would be a node device that collects and prepares data from multiple sensors, sends data packages to the Сloud and routes commands back to end devices in real time.

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Cloud applications

Versatility of Python makes it a perfect choice for IoT Cloud applications, especially when it comes to integrating machine learning and other machine intelligence tools to work with IoT data. There are plenty libraries for simplifying and speeding up the development. Using graphing libraries, for example, you can create custom feature-intensive data visualizations. Not to mention that many popular Cloud platforms like AWS offer SDKs for Python to write custom data applications.

Wait a minute, what about Java?

Indeed, Java is, probably the best programming language for IoT in terms of versatility. Thanks to Java Virtual Machine (JVM) engine, highly portable Java code can run on basically any hardware that can handle it. Universal Java allows writing applications that will run both on edge nodes and Cloud. However, Java code tends to be heavy so requires enough power resources.

Still wondering what programming language used for IoT programming is the best fit for your IoT system? Contact our IoT development team. We have a broad skillset and deep knowledge and expertise when it comes to building complex loaded systems. We will help you select the optimum tech stack for your project and, if needed, bring it to life.

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