Java Tech Popularity Index Q4/2023
Tags: java, springboot, flutter, react
Published: 2023-11-29 11:22:59

## TL;DR

- Developer job ads dipped 30% in 2023.
- Monthly Stack Overflow questions dropped 42% since ChatGPT, with JavaScript at -56% and Python at -59%.
- Since June 22, Udemy's first-time Python course purchases have outpaced Java's 7.1 million to 2 million. 
- Job ads for Quarkus and Micronaut continue to rebound.

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## README

Welcome to the Q4/2023 issue of my newsletter “Java Tech Popularity Index”! If you like it, then [subscribe to it for free on Substack](https://bpfnl.substack.com)! Or read it on [dev.to](https://dev.to/ksilz/series/11995) or [Medium](https://ksilz.medium.com). Even better: Share it with people who are interested!

***

## What's This?

Picking a **popular technology** makes our developer life easier. My free, quarterly newsletter **measures** Java technology popularity by **following the money**: **job ads** in 59 countries and online **course purchases** by 60+ million developers. I also analyze developer **interest** with Google searches and developer **engagement** with questions at Stack Overflow.

The Java technologies are: IDEs, build tools, JVM languages, databases, back-end frameworks, web frameworks, and mobile app frameworks. I also **recommend** options in each of these seven areas. My recommendations are based on that popularity, industry analysis, and my 24 years of Java experience.

**Why popularity?** Because popular technologies are easier to learn, build, debug & deploy, easier to find jobs/hire, and easier to convince teammates & bosses. Popularity can make a difference in two situations: When multiple technologies score similarly, we could go for the **most** popular one. And when a technology is very unpopular, we may **not** use it.

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## Update for Q4/2023

### Data Updates

- Developer job ads dipped 30% in 2023.
- Monthly Stack Overflow questions dropped 42% since ChatGPT, with JavaScript at -56% and Python at -59%.
- Since June 22, Udemy's first-time Python course purchases have outpaced Java's 7.1 million to 2 million. 
- Job ads for Quarkus and Micronaut continue to rebound.

### Feature Updates

- The charts with the number of monthly questions at Stack Overflow now show the ChatGPT release on November 30, 2022.
- The charts for job ads and Udemy students show "100%" only once.
- The vertical axis in the charts for Google Searches and Stack Overflow questions now has dimmed numbers.

### Side Quests

I published one InfoQ news item since September: [JAX London 2023: Team Dynamics, Developer Platforms, and the Adoption of AI](https://www.infoq.com/news/2023/11/jax-london-2023-team-ai). It's not a coincidence that I wrote about JAX London – I [presented there on October 4, 2023](https://betterprojectsfaster.com/learn/talks-jax-london-2023-native-java-worthwhile).

***

## IDEs

Here is the scorecard of **VS Code** (left) and **Eclipse** (right) vs. **IntelliJ (100%)**, not on the card.  The arrows show the **trend vs. IntelliJ**.

![VS Code (left) And Eclipse (right) vs. IntelliJ (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/cakpg3ulbuqy5dv8cwl1.png)

VS Code pulls away from IntelliJ in all categories but Udemy courses, where IntelliJ catches up ever so slightly. Eclipse loses ground to IntelliJ in all categories.

Here are my **recommendations**:

- If you **don't want** to spend money, then use **Eclipse**.
- If you **may** spend money, evaluate **IntelliJ**.
- Evaluate **VS Code** for non-Java work, like web development (I use it for all my websites).
- If you're using **NetBeans**, consider moving off of it.

**[READ IDE DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/ide/)**

***

## Build Tools

Here is the scorecard of **Maven** (left) and **Ant** (right) vs. **Gradle (100%)**, not on the card. The arrows show the **trend vs. Gradle**.

![Maven (left) And Ant (right) vs. Gradle (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/i64wm17ddb3xn2qqeyj3.png)

Maven loses to Gradle except for jobs where it rises slightly. Ant has disappeared from searches and Stack Overflow and trends downwards in jobs.

Here are my **recommendations**:

- If you use Scala, then use **sbt**.
- Otherwise, if you absolutely cannot stand XML files and/or need to customize your build heavily, then use **Gradle**.
- Otherwise, use **Maven**.

**[READ BUILD TOOL DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/build)**

***

## JVM Languages

Here is the scorecard of **Java** (left) and **Scala** (right) vs. **Kotlin (100%)**, not on the card. The arrows show the **trend vs. Kotlin**.

![Java (left) And Scala (right) vs. Kotlin (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/y6rgo9gq87g2el7fo7ln.png)

Please take the **Kotlin numbers with a huge grain of salt**: Most Kotlin development is on Android, not in JVM projects. Java loses to Kotlin in all categories except for jobs. Scala declines against Kotlin in all categories (see the [job ad section](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/lang#employers-job-ads) for why job numbers for Scala are missing).

Now, let's look at JVM competitors. Here is **Python** (left) and **Java** (right) vs. **JavaScript (100%)**, not on the card. The arrows show the **trend vs. JavaScript**.

![Python (left) And Java (right) vs. JavaScript (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/md1ercsp6zcpttmbjzv3.png)
Python slightly declines in jobs against JavaScript but holds steady or increases a bit in all other categories. Java holds steady against JavaScript or declines slightly.

Here are my **recommendations**:

- If you need to switch languages or are on a new project:
  - Use **Scala** if you need functional programming.
  - Use **Kotlin** if you really need a "more modern Java".
  - Otherwise, use the **latest Java LTS version** you, your team, and your application can take.

**[READ JVM LANGUAGE DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/lang)**

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## Databases

Here is the scorecard of **MySql** (left) and **MongoDB** (right) vs. **Postgres (100%)**, not on the card. The arrows show the **trend vs. Postgres**.

![MySQL (left) And MongoDB (right) vs. Postgres (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/a3e9qktkbee9zc3u7hz7.png)

MySQL gains jobs on Postgres but loses slightly (courses, searches) or heavily (Stack Overflow questions). MongoDB hold steady in job jobs but loses slightly everywhere else.

These are my **recommendations**:

- On your current project, **keep your existing database** unless that database is absolutely, irrevocably, really not working out for you.
- If you need to switch databases or are on a new project:
  - If you know that you'll need the NoSQL features and/or scalability, and you can't get this with MySQL, then use **MongoDB**.
  - Otherwise, use **MySQL**.

**[READ DATABASE DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/db)**

***

## Back-End Frameworks

Here is the scorecard of **Spring Boot** (left) and **Quarkus** (right) vs. **Jakarta EE (100%)**, not on the card. The arrows show the **trend vs. Jakarta EE**.

![Spring Boot (Left) And Quarkus (Right) vs. Jakarta EE (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/n7pra38mkxom23whhdnv.png)

Spring Boot pulls away from Jakarta EE everywhere except for job ad mentions. Quarkus gains on Jakarta EE everywhere.

Here are my **recommendations**:

- On your current project, **keep your existing back-end framework** unless that framework is absolutely, really not working out for you.
- If you need to switch back-end frameworks or are on a new project:
  - Use **Quarkus** if you need the smallest possible, fastest-starting Java application **now**.
  - Otherwise, use **Spring Boot**.

**[READ BACK-END FRAMEWORK DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/be)**

***

## Web Frameworks

Here is the scorecard of **React** (left) and **Vue** (right) vs. **Angular (100%)**, not on the card. The arrows show the **trend vs. Angular**.

![React (left) And Vue (right) vs. Angular (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mlszbt0advyr728wjafb.png)

React pulls away from Angular except for jobs where Angular edged closer in the last year. Vue holds steady or gains slightly against Angular, except for slight losses at Stack Overflow.

Here are my **recommendations**:

- If you already use **React**, **Angular**, or **Vue** in your project, keep using them. Otherwise, evaluate a migration. In many (most?) cases, such migration doesn't make business sense.
- If you start a new project or migrate, start with **React** first, **Angular** otherwise, and finally, **Vue**.

**[READ WEB FRAMEWORK DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/fe-web/)**

***

## Mobile App Frameworks

Here is the scorecard **React Native** (left) and **Xamarin** (right) vs. **Flutter (100%)**, not on the card. The arrows show the **trend vs. Flutter**.

![React Native (Left) And Xamarin (Right) vs. Flutter (100%)](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/u4t3h53f59ocvjuvu4cp.png)

React Native and Xamarin lose to Flutter in all categories.

Here are my **recommendations**:

- **Don't** build two separate applications with Apple's and Google's **first-party** frameworks. Use a **cross-platform** framework instead.
- If you already use **Flutter** or **React Native** in your project, then keep using them. Otherwise, evaluate a migration. In many (most?) cases, such migration doesn't make business sense.
- If you start a new project or migrate and have used React before, then start with **React Native** first and use **Flutter** otherwise.
- If you start a new project or migrate and have **not** used React, then begin with **Flutter** first and use **React Native** otherwise.

**[READ MOBILE APP FRAMEWORK DETAILS](https://betterprojectsfaster.com/guide/java-tech-popularity-index-2023-q4/fe-mobile)**

***

## Next Issue

The next issue will arrive in February 2024.

[Subscribe to this Index on Substack for free](https://bpfnl.substack.com) to receive the next issue automatically!

***

## About

Karsten Silz is the author of this newsletter. He is a full-stack Java developer (Spring Boot, Angular, Flutter) with 24 years of Java experience. Karsten has worked in Europe and the US and is also an author and speaker. He got a Master’s degree in Computer Science at the Dresden University of Technology (Germany) in 1996.

Karsten co-founded a software start-up in the US in 2004. He led product development for 13 years and left after the company was sold successfully. Karsten then co-founded the UK SaaS start-up "[Your Home in Good Hands](https://yourhomeingoodhands.co.uk/)" as CTO in 2020. Since 2003, he has also worked as a contractor.

Karsten has [this newsletter](https://bpfnl.substack.com/), a [developer website](https://betterprojectsfaster.com/), and a [contractor site](https://ksilz.com/). He's on [LinkedIn](https://www.linkedin.com/in/ksilz/), [Twitter](https://twitter.com/karsilz), [Xing](https://www.xing.com/profile/Karsten_Silz/), and [GitHub](https://github.com/ksilz). Karsten is also a [Java editor at InfoQ](https://www.infoq.com/profile/Karsten-Silz).