SOFTWARE DEVELOPER TRENDS OF 2021 AND BEYOND
2020 is the beginning of a new year – and it is also the start of a new decade. Notably, the year is expected to bring significant tech changes and trends, and software developers are eager to navigate their benefits and challenges.
Software and hardware advances in computer technology have a significant impact on every aspect of our everyday life; with the advent of highly-developed gadgets, society has experienced dramatic communicative and behavioral changes. Moreover, we can now access mind-blowing facilities and luxuries that yesterday would have seemed science fiction. While some innovations are hard to predict, there are some revealed tech trends that will come into existence in 2020 and beyond.
In this detailed article, we will explore the software development innovations of artificial intelligence, programming languages, cloud services and more.
Artificial Intelligence Will Continue to Dominate
Artificial intelligence has been entrenched as a successful mechanism to automate and advertise business domains as tech companies continue to bring it within various commercial and non-profit organizations. Developers suggest that in near future AI will act as a major progress driver across global industries.
The leading tech pros predict that all socio-economic industries including healthcare, education, automotive, tourism, media, and entertainment will implement AI and machine learning for marketing, content adaptation, and big data analytics. The unique combinations of machine learning and AI have proven their value to companies in giving unprecedented predictive analytics, changing the way we think of customers’ involvement and business value. The Deep Learning framework Tensorflow 2.0 is predicted to become the major update of 2020.
- Python Trend Predicted to rising Alongside AI and Ml Developments
- Low-code/No-code development: Fast, Easy and On the rise
- Blockchain: Beyond Cryptocurrency
- 5G in 2020 May Be the Next-Gen Network to Open Doors for Developers
- Edge and Cloud Computing Use Predicted to Rise
- Languages Predicted to Conquer the World in 2020: Rust, TypeScript, Kotlin, and Swift
- Web Frameworks: Why React Will Dominate the Market in 2020
- Self-Taught Programmers on the Rise
- Final thoughts
Python Trend Predicted to rising Alongside AI and Ml Developments
From machine learning to gaming and web development, Python remains the ultimate lingua franca of coding, and with the growing power of ML and AI technologies, it is predicted to dominate computer science, specifically by providing high-level IT development innovations e.g., ML-powered chatbots.
As a developer, python offers a lot of advantages. Here are a few examples:
- Easy to learn: A complete novice is able to learn python by themself, as it has a simple syntax, similar to the English language. Codes are easy to read and learn, and with a thorough yet basic understanding, you’ll be able to do so much.
- Rise of Machine learning: Python is a very popular programming language when it comes to writing algorithms for AI. Also, python is able to automate some minor tasks.
- Payment and vast applications: as mentioned before, ML and AI are on the rise. Also, the demand for data scientists is relatively high. Given the broad spectrum of jobs you can take on, and the generous salary of 50,000-130,000 Euros for python developers (payments are affected by region, line of work, expertise, etc.), it is rather rationale for this language to be on the rise.
Also, the idea of Python as a “universally loved language” is undeniable and the data suggests that it may rise even higher in ratings. Developers use Python primarily for data analysis and web development. However, it has minor shortcomings which have thus far restricted it from achieving an ultimate market dominance: Python lacks web development capabilities and has speed and performance limitations. Here are some of its cons in more detail:
- High memory usage: Python is flexible when it comes to data types, but this also means that it consumes quite a lot of memory.
- Errors at runtime: This language is dynamically typed, meaning that some errors will only show up at runtime.
Low-code/No-code development: Fast, Easy and On the rise
Given the rapid digital turn-over and its consequential high demand for supply and software engineers, it is rather understandable that many are embracing the new Low-code/No-code (LCNC) developing environments. It is estimated that by 2024, around 65% of application development will be done with low code environments. These environments can make software development as easy as using apps like PowerPoint. Even an average Joe would be able to do a bit of software development on the weekend. Here is a brief introduction to these environments:
What are LCNC environments?
LCNC development platforms visual software development environments in which enterprise and citizen developers are able to simply drag and drop application components, connect them, etc to create web and mobile applications. These environments are based on extended cloud-based platform-as-a-service environments, leading to LCNC being used as a fast solution to business problems. Basically put, they are what their name suggests: no codes are seen on screen, and visual components make it rather fast and easy for developers to make what they demand.
Low-code and No-code: Differences and similarities
As similar as they might be, for a novice with no knowledge of coding, the low code environments might pose a challenge. Let’s see exactly where they differ, and where they are pretty much the same:
The main difference is in the name: for low-code environments, you need to have programming knowledge; these platforms are generally preferred by experienced software engineers. It is extremely difficult, if not impossible, for beginner developers to use these platforms without proper training. Low-code environments provide a bit of flexibility to software developers. With no-code environments, it is possible to get away with software development without having any knowledge of programming. Even so, it is worth mentioning that with no-code environments, software engineers are still needed: complex tasks such as scalability, visual changes, security, etc. Programming experts will provide governance as well, as they are able to understand the platform without visual cues.
These environments are after the same goal: Increased agility, fast software development, and decreased risk of coding errors. The method by which they achieve this goal is pretty similar as well: They use visual integrated development platforms (IDEs) to lessen the complexity that software development has.
Deployment: Where can we use LCNC platforms?
By now, you might be wondering about the usage of these platforms and the extent of their abilities. These platforms, especially NC ones, are best used to create apps for business or technical purposes that have little to no complexity. With NC environments in the hands of someone with no knowledge of coding, customization is rather impossible as well. Here are some of the fields that have already begun using the rising LCNC platforms:
It doesn’t matter if you’re a small business or an enormous enterprise, the speed and simplicity that LCNC platforms offer are very much welcomed. If complexity is needed, LC platforms are used, and if a small business is trying to save money, an NC platform might help. These platforms, especially LC ones, allow the developer to draw a diagram of how the software should work before developing it. This process is known as Model-driven development (MDD). In LCNC environments, it is rather easy and fast to place visualized subprocesses in order in an MDD manner. This explains why process-centric solutions with little to no coding are popular.
Outsystems, Pega, and Appian are a few good LCNC platforms made for enterprise.
If you simply want to have a personal website, or if your huge enterprise demands a website, LCNC platforms are able to assist you. WordPress, Wix, Webflow, and Squarespace are some of the pioneers that can offer an LCNC platform for your website designing needs.
It is rather well-known that there are many levels of database management. LCNC platforms have your back: If you’re looking for high-end and advanced database management software, Mendix is a good choice. If you’re after a fast and simple way to develop a database manager, Airtable is at your service.
Complex and powerful Integration flows are made relatively simple with LCNC. With these platforms, workflows are made possible, and it is possible to define a run time for the software as well. Integromate, Zapier, and Parabola are some of the exciting and interesting platforms that are available in this category.
LCNC platforms are infiltrating mobile application development as well. With most of them offering responsive UI development, these platforms are making it rather simple for many to develop mobile apps with less effort. Thunkable is one of the best examples of LCNC mobile application development, as well as Bubble, which provides responsive UI.
This area of technology is on the rise and demanding. Given its inherent complexity, it is rather a bit of a relief to have a platform that allows simple and fast coding. C3 AI Ex Machina is an LCNC platform that specializes in AI development.
Online stores and E-commerce
The thought of designing a website like Amazon for your local business seems rather impossible; given that you have no knowledge of coding. With the rise of LCNC platforms, it is possible to set up an online store with just a few clicks and drags. Shopify is a leading LCNC platform in this category.
The programming world is changing rapidly. LCNC is leaving its mark in almost every area of software development. Here are a few more examples in short:
- IoT and Blockchain: Visit Atra and begin your journey into the world of blockchain.
- ERP apps: Zoho and Salesforce are our recommendations for this category.
- Managing work: Monday.com is able to lend a hand for work management software development.
With every new skill, there is a learning curve. It is indeed easier to learn a visually-based programming skill than to write programming codes, but we should consider a crucial fact: There is an enormous body of experience and learning material for learning traditional coding, but the same can not be said about LCNC platforms. LCNC is still considered as a new emerging technology, and trial and error are still strongly used by developers to learn and evolve these platforms for the better. Here are some challenges that these new platforms have to overcome:
- Cultural adaptation: It is rather evident that many industries have to adapt to this new form of coding before it can be used commercially. We still don’t know when and how fast this adaptation might occur, but as humans, we do seek simplicity and speed.
- Need for multiple platforms: As we discussed earlier, you might need a separate platform for each task. Some LCNC platforms are more versatile compared to others, but still, they are generally focused on providing simplicity regarding a single type of demand. As time progresses, many platforms might end up expanding their capabilities to overcome this limitation.
- Confusing prices: The market for LCNC platforms is still in its infancy, which explains why prices might seem too steep. Also, the need for multiple platforms might complicate matters for small and beginner companies.
Blockchain: Beyond Cryptocurrency
Cryptocurrency has been a hot topic in 2021. Many are driven to this new form of currency due to its rapid growth in recent times. Cryptocurrencies brought attention to blockchain, as it is the current safe space for trades in cryptocurrency. With its new gained popularity, blockchain is growing beyond a trading ground for currencies. But first, let us briefly introduce blockchain.
What is Blockchain?
At its core, blockchain is a unique database that allows safe tracking and trading of any tangible or intangible item. The difference between blockchain and your average database is in how the data is stored: In regular databases, the data is stored in tables, whereas with blockchain, data is stored in blocks (chunks). When a block forms, its creation time will be stamped on it, setting it in stone. Then, these chunks are chained together, and in a decentralized setting, an irreversible timeline of data configuration is formed.
Why is Blockchain trustworthy?
The idea of a set-in-stone database seems interesting on its own, especially in our day and age, where anything digital seems fleeting and alterable. But this is not all, here are more reasons why blockchain will continue its rise in 2021:
If a decentralized blockchain is used, it is possible to view all transactions by using a blockchain explorer or a personal node. Nods mirror the chains that you’re viewing, in real-time. This means that you’re able to trace all items that are being traded. For example, if a hacker steals bitcoin by infiltrating a transaction, you’ll be able to track your Bitcoins, making it impossible for them to use the stolen currency.
With a decentralized blockchain, there is no need for a third party to govern transactions. Also, by allowing P2P cross-border transfers, fast transactions are possible.
As mentioned earlier, blockchain is on a whole nother level when it comes to storing records. Every single transaction done in blockchain has to abide by the rules of the consensus method. Transactions are all encrypted, and every transaction is linked to the old transaction with a hashing method.
Which industries can use Blockchain?
Blockchain can be implemented and beneficial for any sector; you name it. Many industries are already using Blockchain for security and financial reasons, as blockchain is able to reduce costs by omitting third-party vendors. Let’s take a glance at the industries that benefit from the blockchain:
Energy production, allocation, and distribution have always been a challenge for governments, especially if private parties are involved. Blockchain is able to reduce costs, has better transparency, and provides a high-security storage and distribution system for energy vendors.
Blockchain can be revolutionary for this industry. Patient profiles are kept safe and sound in blockchain databases and every single change made in a profile is traceable. Also, drugs can be monitored and traced like never before, making it almost impossible to abuse administered drugs, as everything will be connected to the patient’s profile. Clinical trials will be easier to conduct and manage. Fast data flow and accessibility make it easier to save lives in a crisis. Also, data is kept safe, unchanged, and ready for analysis.
Property values have increased dramatically during the past few years. It seems like the old ways of real estate are failing to keep this business under control. With blockchain, there might be hope for a more controlled trading ground. Blockchain can help tokenize actions, this means that it’ll be possible to rent a property with a pre-defined code. Tokens allow the use of business logic, to prevent scamming and fraud. Also, the identities of the tenet and investors are verified much easier and faster. On top of everything, currency transactions such as selling and accounting are done in a safe and traceable environment.
Blockchain will definitely rise in 2021 and the years to come. This new database brings honesty and traceability into a world that is known for being rather fragile when it comes to data security. Only time will tell if other databases stand a chance.
5G in 2020 May Be the Next-Gen Network to Open Doors for Developers
The wireless network can make us forget about lags forever. Mainly, 5G is predicted to change the way we interact with our devices, – from the fastest download and internet speed to enhanced user experience.
The most anticipated technology innovation of 2021 is the 5G network. The arrival of the fastest internet speed in the world might bring into play previously unknown challenges. Nevertheless, 5G has every chance to transform the handheld devices and the current mobile app development landscape. Namely, by means of a distributed cloud, developers can expand the possibilities of Ambient Computing.
Naturally, the necessary CPU power of 5G remains an unsolved challenge for many developers, since forecasters suggested that the wireless network is likely to threaten weather prediction technologies. Also, many believe that the integration of 5G technology will take years to achieve because we need new mobile networks and phones to maintain it.
Companies are beginning to realize how 5G can promote and enhance their products and applications even though the main goal is to help their consumers with this technology.
But if companies want to accomplish these goals they need to expand access to this technology and the largest telecommunications companies are promising full 5G delivery by the end of 2021 at least in the united states.
solution providers should pay attention to some of the biggest 5G trends this year. So in the following, we’re going to look through some solutions for this new technology in software development:
IoT and 5G
5G can offer improvements for latency and bandwidth, therefore it’s going to have a noticeable impact on the IoT also known as the internet of things.
There are some specific factors that have a direct influence on IoT opportunities. Such as manufacture, transport, and farming mobile and cellular connectivity, And additionally city use cases. 5G can expand the use cases and applications to reality. For instance, smart cars. These cars need ultra-fast, low-latency technology.
Besides this, many companies need low-latency wireless to boost their existing IoT use cases.
As 5G implantations grow day by day, security becomes a more crucial matter. Some operating companies such as Tmobile has started to increase and strengthen their security by adding to their encryption and defense system.
However, there’s a significant difference between 5G and other iterations of cellular technology. 5G’s approach is a more software-based network situation, therefore providing security for this new technology in software development is going to take a different path as well.
Additionally, the applications that are installed and run by 5G such as IoT and smart city applications, need to have extra protection as well, to avoid getting any unwanted devices or connections.
A new generation of cellular technology
As the new generation of cellular technology, 5G brings noticeable data speed to the table. The speed of 5G can be 10 to 100 times faster than the available 4G networks.
The largest wireless operators are trying to expand their 5G networks in the past two years. For instance, AT&T is one of the biggest wireless operators in the US and now they own 16% of the UltraWideband.
Another good example is Tmobile, which took over Sprint’s 5G business after completing the acquisition.
Since the existing devices aren’t designed for 5G use and are mostly based on 4G networks, both users and companies might need a change of devices.
Latency is the factor that links 5G and edge computing. So far 5G has offered to boost cutting-edge innovation. This boosting can take place by more connectivity options for companies and organizations, support of new use cases, faster processing time, and offering increased data collection.
The mix of 5G and edge computing results in more data collections for companies. For instance, it can help with equipping devices like smart cameras and sensors leading to more edge computing use cases.
IoT or the internet of things has had some major trends. One of these trends is smart cities. These cities grow their indoor and outdoor equipment as the metro areas tend to grow all over the world. As the metro areas expand, these cities use sensors for data collections which leads to better management of resources and assets and additionally gaining more insights.
5G is the most convenient software development trend for smart cities, since existing 4G networks are unable to fully support the high power consumption, simultaneous connections, and are expensive per bit. However, 5G promises to solve these issues as the smart cities grow and use data for improvements throughout these cities.
Edge and Cloud Computing Use Predicted to Rise
In addition to 5G, there is a possibility for achieving Edge computing, a highly decentralized paradigm that brings computation to the location where it is needed. The technology may improve response times of IoT devices and the frequency range of web applications; moreover, it is believed to expand the possibilities of cloud computing which still stores information and handles less time-sensitive data processing. Cloud computing has proved to offer astounding benefits to companies’ infrastructure and, as cybersecurity threats continue to rise, companies refer to wireless providers in order to provide security for the most vulnerable computing devices.
Furthermore, the worldwide public cloud revenue is predicted to rise from 227.8 billion US dollars to 266.4 billion by the end of the year; as for changes in the worldwide Edge computing market, experts predict a sharp increase in its value, from 1.47 billion USD in 2018 to 26.84 billion USD by 2025.
You can’t quite call cloud computing a new technology in software development. However, ever since the cloud has been introduced as a software development trend it has added to the importance of SaaS, IaaS, and PaaS. These technologies are effective for the data management of companies that turn the cloud into a software development trend.
More organizations are converting to the cloud every day and this leads to cloud maintenance as a software development trend. This way the cloud turns into an epidemic matter for companies and some new trends in software technology have emerged, which can meet most of the infrastructure service needs of mixed offices.
Advantages of cloud computing
Cloud computing has been around for 20 years and even after showing competitive advantages, profitability, and business efficiency for organizations there are still communities that choose to continue to function without cloud computing.
With the rapid growth of technology, the need for data has increased exponentially. This has made the maintenance of information, programs, and important systems difficult for companies.
Cloud is the solution to these issues as long as there is an internet connection available but it has not been widely used in enterprises until recently.
Most organizations and individuals are converting to cloud-based data collection to avoid being restricted to their computers. So in the following we’re going to take a look at some of the benefits that cloud computing can offer you:
If your IT solution makes you put too much time and focus into dividing your business responsibilities by needing extra care for computer and data storage issues you’ll stay behind from your business goals and provide service for your customers. However, hiring an external organization for your hosting and IT infrastructure opens your schedule for focusing on your crucial business aspects.
Compared to hosting on a local server, the cloud offers businesses greater overall flexibility. In addition, cloud-based services can bring additional bandwidth immediately. This flexibility can have a noticeable impact on your organization’s efficiency rates.
Almost 20% of organizations that have doubts about converting to the cloud are worried about the converting costs and they should consider the initial price of ROI.
However, once you convert your plan into a cloud-based service, in the long term view, your time and money will be saved since you have unlimited access to your business data.
Most cloud-based plans offer pay-for-feature payments, meaning that if you don’t need a specific feature you don’t have to spend money on it which eventually saves you money.
You can also use this pay-as-you-go system for data storage. You’ll pay for the storage that you need and can avoid paying for the space that your business doesn’t require.
With cloud computing data collection and storage are available for smartphones and devices. Since there are 2.5 billion mobile phones with internet connections are being used around the world this will include them in the circle.
This feature also helps out the remote employee’s community, this way they can have an immediate and online connection with their co-workers and customers. In these past years, companies have included cloud computing in their program to boost their employees’ satisfaction rates.
Having control of your data is one of the important factors for every business. No matter how good you are at damage control there’s always something that can slip out of mind.
In today’s competitive market, every minute is crucial for businesses and you need to avoid any crashes or your business will lose its brand reputation, productivity, and revenue.
If teamwork is an important factor in your business, you need to look at collaboration rates as a priority. Teamwork is much easier with cloud computing, employees are able to view and share information in the cloud platform.
In some cloud computing plans, you can even find collaboration-related space that helps your organization to connect employees from different territories together. Even though teamwork is possible without a cloud-based system, cloud computing brings efficiency and speed to the table.
Even after your business reaches a success point, there are still factors that can affect your rates. Such as inconsistent reports and poor quality.
The formatting of files is the same in a cloud-based system and additionally, the data is stored in the same place.
With Cloud computing, you can keep your data constantly, keep records of your updates, and minimize human errors. But in isolated information management, you can face issues such as saving different versions of the same document by your team which can cause confusion and data dilution.
Being aware of customer’s transactions and processes is valuable information and having these kinds of data can help with finding solutions to common customer’s issues. In other words, data is money, knowing these pieces of information and taking action upon them is crucial for your business’s profit rates.
The right cloud computing system will help with difficulties during sifting through the gained data for finding kernels. Cloud analytics is part of most cloud computing plans, they mostly offer a bird’s-eye view of your data and you can customize the data you’re receiving by implanting tracking mechanisms, this way you can have your reports personalized and ready.
After receiving your reports and gaining knowledge, you can improve your business and boost its efficiency to achieve your business goals.
Safety and security
Security concerns are one of the reasons companies doubt adapting to a cloud computing system. Cloud computing offers a lot of security options to protect your uploaded data from cyber attacks.
For instance, compared to traditional data management systems cloud computing offers full-time security monitorization. Most companies consider data theft problems from the beginning and most of these cases happen from the inside of the companies by the employees.
Statics show a 95% security improvement rate among the companies after switching to cloud computing. The most important factor for data security while using the cloud is to encrypt the data transmitted over the network and store it in the database.
Encryption bans or limits the access of any unauthorized entry to your data, and you have the option to choose your security options and different security settings can be set according to users.
Even though cloud computing is all over the digital world, some organizations and individuals still prefer traditional data management methods. Even though it’s their personal choice, this gives cloud computing users an advantage in business.
If you start Implementing a cloud-based solution before your competition does, you’ll get ahead on the learning curve. Most companies have implied that cloud computing has given them a competitive edge.
People with a lot of responsibilities don’t want to put much time into updating the software and wait for system updates installations. However, cloud computing updates automatically rather than forcing IT departments to perform manual updates throughout the organization. These automated updates save tons of time for the IT department.
Traditional data storing methods are usually connected to the main computer and you can separate the data from it. If your main hardware ends up damaged or crashes your data is long gone. There are a lot of factors that can cause issues for computers, for instance, user errors, viruses, age-related hardware degradation, or they simply can’t be stolen.
without having a cloud memory the above issues can occur at any minute. There’s always the possibility of losing all information stored locally. But with cloud computing, you’ll upload your data on a server, and all your data stays secure and you can access it from any computer.
With today’s environmental problems companies need to do much more than waste management and try to reduce their footprint. To reach a greater level of sustainability there are companies that are converting to a cloud-based plan since it has a lower carbon footprint.
Let’s take a look at how cloud computing can be eco-friendly:
Efficient data center
Sustainability is gaining more importance every day and it’s playing a crucial role in a company’s success and survival in the market. Considering the fact that society is moving towards a low-carbon and green path, cloud computing is a great choice and it offers more efficiency than traditional operating systems.
IT resources are used more efficiently with cloud computing and since it uses advanced energy-saving technologies it has a positive impact on the environment as well. Cloud computing uses less energy for power conditioning, cooling down, and lighting.
One of the contributions of cloud-based data collection as a software development trend is the reduction of high-carbon physical materials also known as Dematerialization. Cloud computing uses virtual equalizations instead of physical products and encourages its users to do the same.
Using cloud computing also means less use of machinery and hardware. This cuts the costs of hardware and the money can be invested into more profitable aspects. In addition, another goal of cloud computing is going paperless by using cloud storage like GoogleDrive and Dropbox. This way you don’t need to store paper documents and you can sign any document with a few clicks.
Cloud computing supports using virtual services instead of being bound to hardware and supports the environmental initiative. It’s eco-friendly because it reduces travel-related emissions, reduces paper waste, and it’s energy-efficient.
Languages Predicted to Conquer the World in 2020: Rust, TypeScript, Kotlin, and Swift
In the last ten years, a lot of coding languages have been emerging to solve new business challenges. With the advent of newer technologies, the old ones are becoming the thing of the past. The vast variety of modern programming languages offer much higher developer Ergonomics, including but not limited to a more concise coding, improved parsing and data storage realization, program portability, built-in support for concurrency, etc.
StackOverflow research data shows that the fastest-growing programming languages that will be in demand in 2020 are Python, TypeScript, Kotilin, WebAssembly, Swift, and Rust taking over the leading position.
Kubernetes Emerges As the Victor Over Mesos and Docker Swarm
As cloud computing has risen to become a mainstay of technological breakthroughs, developers can now use it to run containerized applications. Containers provide a packaging mechanism in which applications are isolated from the environment in which they run. Once an app is in a container, it’s portable. To the point, Kubernetes are by far the most used containers in the market, and surveys show that their popularity is growing rapidly.
Web Frameworks: Why React Will Dominate the Market in 2020
Self-Taught Programmers on the Rise
The tech industry may seem to comprise the giant pool of experts, when in fact there’s an overall shortage of skilled software developers resulting from discontinuation of education. International students encounter financial problems as they have to spend a lot of money on education technology. The barrier to university access is forecasted to lower to reduce programmer deficit by 13% and help self-taught developers realize themselves. Moreover, experts predict a change toward low-code or no-code development because of a lack of coder’s expertise in the market.
Particularly, LCNC describes a process of drag-and-drop app building without any custom code or loads required. By means of simplified app development, the growing trend of employees is going to provide competition for ambitious developers. There are many E-learning programs available on the web, and this is one of the reasons why software development houses are switching to no-code. Online programs and courses show that it’s possible to build an entire app or website, and ultimately a career. Therefore, in 2020, the LCNC program development approach lets enterprises meet their business goals relying on little or no IT supervision.
To sum up, 2020 is going to be a great year as new Innovations approach the IT industry. The hottest trends are 5G network, MI developments, newer programming languages, LCNC and much more. Other trends, not included in the above list, are blockchain technology and AI. The blockchain technology has helped many startups to create their blockchain-powered apps and blockchain-based software solutions. Moreover, the blockchain service allows app developers to connect to third-party cloud services and manage users on the app. The top features of implementing AI are chatbots and valuable data. The future chatbots will provide better and automated customer dialogue and will imitate human interaction.
We hope that our short guide will help your business focus its energies and concentrate its resources on necessary trends.
What are the 10 latest software development trends?
Internet behaviors are also known as IoB
Which new technology in software development is most in-demand in 2021?
So let’s take a look at the latest popular skill set: