In the current year, there is a rising trend in the utilization of programming languages like T-SQL and TeX for data analysis and operational purposes. Professionals in the fields of data science and research are increasingly relying on freely accessible and shared (open source) tools for their tasks. Notably, these programming languages are transcending their traditional software applications, finding adoption across various domains and for diverse project types.

GitHub’s report shows that languages like Kotlin, Rust, Go and Lua are increasingly being chosen for new projects and that more developers are working with AI.

Top 10 programming languages on GitHub in 2023

JavaScript
This is the most used language for 2023 and occupies an important place in web development. JavaScript allows the creation of dynamic content.

Companies around the world use JavaScript extensively for web applications, with frameworks like React and Angular making it easy to develop applications from a single page. It’s a preferred tool for front-end developers, and with Node.js, it has become just as significant in back-end programming.

Python
Python’s popularity is growing due to its simplicity and the vast set of libraries available for tasks like data analysis, machine self-learning, and web development with frameworks like Django and Flask.

Its application is widespread across a variety of sectors including finance, healthcare and education. Python’s syntax and dynamic nature make it accessible to beginners and invaluable for rapid application development.

TypeScript
According to experts, TypeScript’s offering of optional static typing is the reason why it is among the most used programming languages for 2023. This feature is critical for developing larger codebases, as it provides developers with tools to more easily detect potential errors. It is used in both front-end and back-end development.

Java
This programming language is closely associated with the development of enterprise-level backend systems, Android mobile applications, and large-scale systems, primarily owing to its Write Once, Run Anywhere (WORA) philosophy. Globally, organizations choose Java for its performance, security features, and the resilience offered by the Java Virtual Machine (JVM).

Java continues to be a favored choice among developers, partly due to its inclusion of advanced features such as automatic memory management, runtime checks on data types, and the capability to introspect and manipulate the class structure during runtime.

C#
Developed by Microsoft as an integral component of the .NET framework, this programming language is primarily employed in the creation of Windows desktop applications and game development through Unity. Its object-oriented design is particularly appreciated in the realm of enterprise software and plays a crucial role in the development of applications designed for the Windows platform.

C++
This programming language provides precise control over system resources and memory, making it indispensable for game development, high-performance applications, and systems programming. It is widely employed in software demanding optimal efficiency, including desktop applications and servers.

C++ remains the preferred choice for developing new software that demands high speed, as seen in applications like computer-aided design/manufacturing (CAD/CAM) or server applications requiring swift processing, such as those employed in high-frequency trading. Its importance extends to building virtual machines, crafting device drivers, creating runtime interpreters, and developing various tools. Additionally, C++ plays a crucial role in the realm of AI applications and serves as a foundational element in the infrastructure supporting Google’s Android operating system.

PHP
PHP is a server-side scripting language that powers a significant portion of the web. It’s integral to content management systems like WordPress and Drupal, and it’s often used in conjunction with databases like MySQL to build dynamic websites.

C language
As one of the earliest programming languages, this language persists in applications ranging from system and software development to embedded systems and operating systems like Linux. Its widespread use is attributed to its portability and efficiency, making it a fundamental language in both computer science curricula and systems programming.

Ruby
Ruby is renowned for its graceful syntax and is predominantly applied in web development, leveraging the widely embraced Ruby on Rails framework. Its support for rapid application development is particularly appealing to startups and the creation of Minimum Viable Products (MVPs).

Go
Frequently known as Golang and crafted by Google, this programming language is acknowledged for its simplicity and effectiveness, particularly in the realm of concurrent processing and microservices architectures. It finds application in network servers, data pipelines, and even command-line tools.

Go does not adhere strictly to either object-oriented or procedural paradigms and is celebrated for its speed, derived from its direct compilation to machine code.

“Our development team delivers new capabilities to Oracle Fusion Applications Suite customers every quarter. Oracle Applications Platform enables customers to add to these new capabilities, using the same resources our developers use, to deliver their own innovations that seamlessly integrate with our core applications,”

said Jenny Lam, senior vice president of user experience design, Oracle.

“The latest additions to the platform will help customers to further extend and personalize Oracle Fusion Applications for specific use cases that are important to their business”,

he continued.

The Oracle Application Platform offers hundreds of UX resources that can be used in Visual Builder Studio. Oracle Fusion Applications Suite enables organizations to leverage the cloud to eliminate organizational differences, standardize processes, and manage financial, supply chain, HR, and customer experience data in one integrated cloud platform.

Some of the latest Redwood UX resources available in the Oracle Applications Platform include:

Career Development: The new UX resources help customers deliver training and career development experiences that are aligned to the unique needs of their industry.

Joint Venture Management: The new UX resources help customers ensure compliance with joint operating agreements by enabling them to customize the end-user experience.

Self-Service Procurement: The new UX resources help customers to streamline procurement processes and enables faster reordering by making it easier to create and search for items.

Sales Process Orchestration: The new UX resources for sales process orchestration give administrators visual diagram tools and a simulation environment that help customers further personalize sales offerings and increase sales efficiency.

With quarterly update cycles, it gives customers access to continuous innovation, without downtime or business disruption.

Today, we’ve chosen to bring you 10 programming languages that Github Repo contributors are using this year according to Analytics Insight.

JavaScript
JavaScript is the most popular programming tool. In the last year, about 4 million developers have joined the community, the highest growth rate of any language. Over 2.5 million developers have signed up in the last six months alone. Even in software domains where JavaScript is not the preferred programming language.

Python
Python is also an important and fast-growing programming language in machine learning and data science. Python programmers are becoming more common as a result of the language’s simple syntax and library support.

Java
Java is the third most common language used by GitHub contributors. While Java shares some low-level features with C and C++, it is primarily a high-level language used for client-server web applications.

TypeScript
TypeScript is a rapidly growing open source programming language created by Microsoft. It includes all the functionality of JavaScript, as well as some new features such as the Enum type and floats.

C++
C++ ranks fifth on the list of most used languages by GitHub users. C++ is a popular general-purpose programming language that can be used to create operating systems, games, and other applications. However, the language has risen in the rankings compared to last year, when it was in sixth place.

Ruby
Ruby is a dynamic open source programming language that is strongly focused on ease of use and performance. It is a high-level interpreted general-purpose computer language. It has an attractive syntax that is easy to understand and write.

PHP
PHP, or Hypertext Pre-processor Language, is a popular general-purpose open source programming language. Last year, the language was ranked fourth. Additionally, this year it is the eighth most used language among repository authors on GitHub. PHP is a programming language that is used to create dynamic websites, static webpages, and web applications.

C#
C# is an object-oriented computer language based on the C family of languages. The language is widespread and well-liked, according to the Stack Overflow Developers 2020 report. Microsoft recently released .NET 5.0, the latest major release of its .NET development platform, which includes a new version of the C# programming language.

C
And C ranks in the list of most commonly used computer languages. In 2017, C was ranked eighth, but in 2021, it will be ranked eighth. It is used for a variety of purposes, including generating and building databases, developing compilers, and developing applications for the Internet of Things.

Shell
A shell is a type of user program that allows users to interact with operating system features. It takes user-supplied commands that are human-readable and converts them into something the kernel can understand. A shell is a command language interpreter that reads instructions from input devices, such as keyboards or files, and executes them.

Jason Davis is CEO and co-founder of Simon Data, an information platform that empowers businesses everywhere to offer a personalized, data-driven user experience.

He predicts that data scientists will need to specialize in the following three areas: business and market analysts, artificial intelligence (AI) and machine learning technologies, and infrastructure, as work moves away from the generalist approach and technology capacity increases.

Bridging the gap between business and data
According to Davis, business and market analysts will be the ones to bridge the gap between the business and data departments. People in marketing teams will be given the tools to become more analytical in their work as data and marketing tools are more widely used.

Some tasks currently handled by data teams will be transferred to business teams. According to Davis, technology is enabling people who have some degree of technical background to move to a more technical step.

Building a data science infrastructure
The people who build the infrastructure and clean the data will fulfill another function of the data scientists that Davis believes will emerge. That demand is significant and probably won’t go away very soon. Of course, all three categories of data scientists must possess certain capabilities to maximize their effectiveness and success.

According to Davis, good communication, working with business teams, and solving the right problems are necessary for effective data science.

Specialization in AI and machine learning technologies
According to Davis, specialization in artificial intelligence and machine learning is sure to become another career path in data science. He also predicts that programs like ChatGPT will generate a hunger for anyone proficient in building neural networks and doing rigorous AI research and machine learning engineering.

People with years of experience will be a highly sought-after commodity.

Real-world applications of data science
Davis urges data scientists to focus on the real-world applications of data science that would allow them to succeed, not just the theoretical ones. Davis has personally witnessed the industry’s radical transformation, and as a result, he expects that today’s data scientists will be more focused on real-world applications.

Unanswered questions…

However, technological innovations such as these leave many question marks. Will humans be replaced and will artificial intelligence take over their roles? Will the emergence of entirely new activities bring potential employment opportunities?

Digitalization and the New Time – Where do people belong?

Dynamic developments in the technological world welcome us to plunge into a new, completely different and unknown to most of us era – the digital one. But although this will bring many prospects, each of you is probably asking yourself where will humans belong among the hundreds of innovations and will artificial intelligence replace the need for human intelligence?

Here’s which professions will be replaced by chatbots like ChatGPT

Computer programming
ChatGPT can write computer code to program applications and software. It can check programmers’ language for errors and convert ideas from plain English into a programming language.

“In terms of jobs, I think it’s mostly an enhancement, not a complete job replacement. Coding and programming is a good example of that. You can actually write code pretty well”,

Columbia Business School professor Oded Netzer tells CBS MoneyWatch.

That could mean performing basic coding activities currently done by humans.

Basic email
Writing simple administrative or scheduling emails for things like setting up or canceling appointments could also easily be outsourced to a tool like ChatGPT, according to Netzer.

“There’s hardly any creativity involved, so why would we write the whole thing instead of saying to the machine, ‘I need to set a meeting on this date,'”

he said.

Mid-level writing
David Autor, an MIT economist who specializes in labor, pointed to some mid-level white-collar jobs as functions that can be handled by AI, including work like writing human resources letters, producing advertising copy and drafting press releases.

“Bots will be much more in the realm of people who do a mixture of intuitive and mundane tasks like writing basic advertising copy, first drafts of legal documents. Those are expert skills, and there is no question that software will make them cheaper and therefore devalue human labor,”

Autor said.

Media planning and buying
Creative industries are likely to be affected, too. Noted advertising executive Sir Martin Sorrell, founder of WPP, the world’s largest ad and PR group, said on a recent panel that he expects the way companies buy ad space will become automated “in a highly effective way” within five years.

“So you will not be dependent as a client on a 25-year old media planner or buyer, who has limited experience, but you’ll be able to pool the data. That’s the big change,”

he said.

Legal functions
According to artificial intelligence experts and lawyers, ChatGPT’s capabilities translate well to the legal profession. In fact, the ChatGPT bot recently took a law school exam and received a passing grade after writing essays on topics ranging from constitutional law to taxation and torts.

“The dynamic that’s going on with lawyers now is that there’s too much work that’s possibly being done, so they’re making an artificial distinction between what they’re going to work on and what’s going to be set aside,”

says Jason Boehmig, co-founder and CEO of Ironclad, a legal software company.

Common legal forms and documents, including residential leases, wills and non-disclosure agreements, are fairly standard and can be drafted by a sophisticated bot.

Today we have chosen to show you some of the most popular web3 apps presented by Analytics Insight.

10 Most Popular Web3 Apps for 2023

Sapien

The most popular tool given and used on the new, blockchain-based platform is the Sapien web3 app. Users might create their own decentralized apps utilizing the Ethereum blockchain without paying for them thanks to the setup of SPN, an ERC 20 value token.

Storj

An open-source application called Storj powers and affects blockchain to provide encrypted cloud storage. They use blockchain technology and provide many of the same benefits of distributed storage, but with a scattered organization.

DTube

DTube is a decentralized alternative to YouTube, much like Brave is a decentralized alternative to well-known browsers. The videos that show up in user feeds are not within the decentralized video streaming platform’s authority. On DTube, users have total control over what they see and share.

Ethlance

The users of this decentralized web3 application can submit job applications. It links recruiters and job seekers. Ethlance is the first platform for the job market to run solely on the Ethereum blockchain and has no service costs.

Livepeer

A web3 application called LivePeer enables constant communication between two people. Additionally, it enables users to screencast their PC screens and watch online films. These can be downloaded as video files or saved as GIFs.

Sola

It is an online social network. Algorithm is used by Sola to provide its readers with relevant content based on their preferences. Users achieve their goals and foster an atmosphere where their customers are treated properly.

Brave Browser

The Brave browser was always going to be one of the most well-liked applications among the major web 3. It is a brand-new browser that seeks to provide mobile users with ad blocking and other privacy-enhancing features. In fact, Brave has emerged as one of the most popular substitutes for other widely used browsers like Mozilla Firefox and Google Chrome.

 Steemit

Steemit is one more example of a social networking application built using web3 standards. It functions like a decentralized social blogging website and is more like Reddit’s web3 equivalent. The monetization of user content is Steemit’s major selling point as one of the web3 app examples.

Decentraland

Decentraland is an online virtual environment with a variety of engaging experiences. It is considered to be the most touted project in the metaverse or the future of web 3. Decentraland is a clear contender for best web3 apps because it offers something unique. People can engage, chat, and play games with other users in the virtual environment.

Secretum

The new decentralized messaging app Secretum would also be included in the list of web 3.0 applications you need to be using in 2023. Secretum can be compared to a decentralized version of messaging services like WhatsApp.

Nearly 68% of respondents stated that they used JavaScript and 63.5% used HTML/CSS. SQL is reported to be used by 54.7%. The top five most used programming languages around the world were also rounded out by Python and Java.

Speaking at a very basic level, programming languages serve as a set of instructions which direct devices how to perform and carry out tasks. These languages play a very crucial role in the everyday lives of developers around the world thanks to the increased prevalence of, and reliance on, computers and electronic devices in today’s society.

With the time an increasing number of people are interested in furthering their understanding of these tools through courses while current developers are constantly seeking new languages and resources to learn to add to their skills.

What is more, nowadays programming knowledge is one of the most important skills to possess within various industries throughout the business world. Job seekers with skills in Python, R and SQL will find their knowledge to be among the most highly desirable data science skills and likely assist in their search for employment.