Top 9 AI programming languages everyone should know
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AI programming languages
Top 9   AI programming 
languages everyone should 
know
Start with us
1
Quick summary
Wondering which AI programming languages will have the 
big run in 2025? Well, discover the key players in AI 
development, from C++’s high-performance capabilities to 
JavaScript’s real-time AI applications. Learn about their 
features, top use cases, and why they’re gaining global 
popularity. Read the blog now and learn What makes these 
languages the go-to choice for developers in 2025.
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Python
Python is a high-performing and versatile programming language that 
has steadily maintained its top position as the most loved language 
amongst developers, and StackOverflow’s survey validates the same.
With more than 81% of developers using Python development services, its 
readability, ease of use, and powerful libraries such as TensorFlow, Keras, 
PyTorch, and Scikit-learn simplify machine learning and data analysis tasks 
continue to dominate the AI ML development services market.
3
Scala
Because of Scala’s ability to manage intricate algorithms and stream data 
at a large scale, it serves as an efficient, high-performing, and functional 
programming language for managing complex tasks.
With libraries like Breeze, Spark MLlib, and Akka, Scala excels in large-scale 
data processing and AI model development. Its popularity has grown, 
especially in big data applications, with big enterprises like LinkedIn and 
Netflix using Scala for AI.
4
Prolog
The declarative AI programming language Prolog excels in logic 
programming, enabling developers to represent knowledge and resolve 
complex problems using a set of rules and facts. Using libraries like SWI-
Prolog and Logtalk, it becomes the best-fit AI language for AI projects 
that necessitate complex logical reasoning, pattern matching, and 
knowledge representation, especially in applications such as natural 
language processing and expert systems. 
With its unique approach to solving problems through logical queries, leading AI and 
ML development companies choose Prolog for AI research and academic settings.
5
Java
Java is an object-oriented, class-based programming language known for 
its portability and scalability. Developers choose this language because of 
its strong performance, platform independence, scalability, and extensive 
libraries like Deeplearning4j, Weka, and MOA, which increase Java usage in 
AI for data processing, machine learning, and neural networks. Java’s 
global popularity is reflected in its ranking as one of the top 5 
programming languages as per the Tiobe Index 2024.
6
Haskell
This purely functional programming language is widely known for its strong 
static typic and lazy evaluation. Its strong type system makes it ideal for 
developing complex AI algorithms where correctness and reliability are 
crucial, particularly for projects involving advanced mathematics, logic, 
and probabilistic modeling, allowing developers to represent complex AI 
models with clean, readable code that closely resembles mathematical 
equations; this is especially valuable in research-oriented AI applications 
where rigorous verification is important.
7
Lisp
Lisp is one of the oldest AI programming languages, designed for symbolic 
processing and list manipulation. Popular libraries such as Common Lisp 
and SBCL support AI development, particularly in machine learning and 
natural language processing.
Lisp gained popularity for its flexibility and efficient handling of symbolic 
computation and remains influential in AI research, particularly in 
academia and AI theory (source: TIOBE Index 2024).
8
C+
+
C++ is a powerful, high-performance programming language widely used 
in AI for system-level programming, robotics, and real-time applications. 
Libraries such as TensorFlow, Caffe, and Dlib offer robust tools for machine 
learning and computer vision. Stackoverflow survey 2024 reveals that C+
+’s global popularity is driven by its speed and efficiency, particularly in 
performance-critical AI tasks.
9
JavaScript
JavaScript is a dynamic, high-level programming language commonly used 
for web development. In AI, it benefits from libraries like TensorFlow.js, 
Synaptic, and Brain.js, enabling developers to build AI models directly in 
the browser. JW3Techs 2024 research states that JavaScript’s popularity 
skyrocketed due to its web capabilities, with over 95% of websites utilizing 
it.
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