7 Modern Programming Languages You Should Learn in 2024
This article examines seven modern programming languages—Rust, Go, Kotlin, TypeScript, Swift, Dart, and Julia—detailing their key features, typical use cases, popularity trends, and why developers should consider learning them to stay competitive in today's software landscape.
If we imagine human civilization as a car, the software development industry is the engine and programming languages are the fuel. As developers, we should follow technological trends and consider learning a new language.
Why Learn a New Language?
Learning a new language is a significant investment of time, effort, and intellect, but it can boost development skills and advance your career.
What Is a Modern Programming Language?
The term is vague; languages like Python, JavaScript, and Java all appeared around 1995. Most mainstream languages were designed before modern hardware (multicore CPUs, GPUs, fast internet, mobile devices, containers, cloud) and lack built‑in support for these environments.
Rust
Rust combines low‑level control with memory safety and concurrency safety through ownership and borrowing. It offers LLVM support, excellent WebAssembly interop, and runs without a runtime.
Key Features:
Memory safety and concurrency safety at compile time
Ownership model eliminates data races
Haskell‑like metaprogramming
Performance comparable to C
No runtime, direct hardware control
First‑class WebAssembly support
Popularity:
Since its 2015 release, Rust has been voted the most loved language in StackOverflow surveys (2016‑2019) and ranks second in speed on GitHub Octoverse.
Typical Uses:
Systems programming
Serverless computing
Enterprise applications
Competitors:
C
C++
Go
Swift
Go
Created by Google around 2007 to solve scalability problems, Go is a systems language with a lightweight runtime and garbage collector. It compiles to native binaries without external dependencies.
Key Features:
First‑class concurrency via goroutines and channels
Simple syntax, easy for newcomers
Built‑in garbage collector
Strong tooling and ecosystem
Excellent for maintaining large codebases
Popularity:
Go has consistently ranked high in TIOBE and StackOverflow surveys, and its usage continues to grow in cloud‑native projects.
Typical Uses:
Systems programming
Serverless computing
Enterprise applications
Cloud‑native development
Competitors:
C
C++
Rust
Python
Java
Kotlin
Kotlin, developed by JetBrains, runs on the JVM and addresses many of Java’s shortcomings while offering modern features like null safety and type inference. It is now the preferred language for Android development.
Key Features:
Concise syntax, high productivity
Null safety, type inference
Full access to Java ecosystem
First‑class Android support
Strong tooling and open‑source backing
Kotlin Native and kotlin.js for cross‑platform use
DSL support
Popularity:
Kotlin ranks among the top languages on StackOverflow and shows rapid growth in popularity charts.
Typical Uses:
Enterprise applications
Android app development
Competitors:
Java
Scala
Python
Go
TypeScript
TypeScript, created by Microsoft, is a statically typed superset of JavaScript that compiles to plain JavaScript. It is widely adopted by Angular, React, and Vue communities and supported by major tech giants.
Key Features:
Static typing and modularity
Improves productivity for large projects
First‑class support in Angular, React, Vue
Strong backing from Microsoft and Google
Runs anywhere JavaScript runs (browser, server, mobile, IoT, cloud)
Popularity:
TypeScript is among the most loved languages on StackOverflow and ranks high in GitHub growth charts.
Typical Uses:
Web UI development
Server‑side development
Competitors:
JavaScript
Dart
Swift
Swift, introduced by Apple in 2014, replaces Objective‑C for iOS development. It offers a clean syntax, safety features, and LLVM‑based compilation.
Key Features:
Concise, modern syntax
Null safety and syntactic sugar
Performance comparable to C++
LLVM toolchain enables server‑side and WebAssembly use
Automatic reference counting (ARC)
Popularity:
Swift consistently ranks high in StackOverflow and TIOBE surveys, with growing interest shown in Google Trends.
Typical Uses:
iOS app development
Systems programming
Client‑side development via WebAssembly
Competitors:
Objective‑C
Rust
Go
Dart
Dart, created by Google in 2013, is a strong‑typed, object‑oriented language that can compile to JavaScript or native code. It powers the Flutter framework for cross‑platform mobile development.
Key Features:
Developer‑centric productivity
Strong typing and OOP
Supports JIT and AOT compilation
Excellent tooling and Flutter ecosystem
Popularity:
Dart has shown rapid growth on GitHub Octoverse and appears in top language rankings.
Typical Uses:
Application development
UI development (Flutter)
Competitors:
JavaScript
TypeScript
Julia
Julia was created at MIT to combine high performance with the ease of dynamic languages, targeting scientific and high‑performance computing.
Key Features:
High performance without sacrificing productivity
Dynamic language with optional type system
Multiple dispatch paradigm
Built‑in concurrency, parallelism, and distributed computing
Asynchronous I/O for I/O‑bound tasks
Fast execution suitable for massive parallel workloads
Popularity:
Julia competes with Python and Matlab, showing steady growth in TIOBE and Google Trends.
Typical Uses:
Scientific computing
High‑performance computing
Data science
Visualization
Competitors:
Python
Matlab
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Programmer DD
A tinkering programmer and author of "Spring Cloud Microservices in Action"
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