The Singapore ICT sector is a key player in the entire economical system, as it interacts and enhances all other industries. The ICT industry transformed many other important sectors of the economy, like finance, services, and manufacturing, and made them even more competitive in the global market. 

As an information and technology hub in the Asia Pacific, Singapore is a regional base for most of the world’s top IT multinationals including Microsoft, Oracle, Amazon Web Services, Google, as well as international technology startup companies. 

According to a Global Economy report, the Singapore ICT market value in 2018 reached $687 bn - which makes it one of the fastest-growing economies in the world. On the other hand, a study from Glassdoor reveals that the average salary in the IT sector is around $3.250/mo which is comparable to Germany. 

Why you should work with Singapore-based IT companies

Singapore-based IT companies provide the entire spectrum of services both for the domestic and global markets for more than a decade, which makes them some of the most experienced companies with a good business tradition and top reputation. 

Additionally, IT companies from Singapore are also known for discipline and transparency in doing business. A business times report from 2018 reveals that Singapore ranks the world’s top 10 in business transparency. 

What you should be aware of when working with Singapore companies

As being a top destination for businesses and one of the largest IT hubs in Asia, the Singapore IT market faces challenges with the presence of a high number of tech startups in terms of professionalism and credibility. In 2018 a number of 5240 companies were registered in the ICT sector in Singapore, making it difficult for potential clients to identify the most suitable for their web projects. As most of the companies claim to be originally from Singapore and ask the same high price for their services, not all can provide the high-end quality of their web products and services. 

How reliable are Singapore-based IT companies

The high level of development of IT infrastructure and the amazing business environment from Singapore created the perfect chance for many foreign IT companies to simulate the business process making it a potential risk for clients. However, Singapore IT companies enjoy a high credibility rate on the global market in providing all types of services related to the field. 

How does Singapore IT industry relate to the neighboring countries?

On the background of a fast-developing region in the IT field, Singapore is considered a leader in developing digital solutions. The great business environment and IT infrastructure allow Singapore to compete with Indonesian professionals and be a good alternative IT destination to the Philippines, Vietnam & Brunei, due to the highly digitalized economy and good business relations with almost all countries.

Machine Learning is a branch of artificial intelligence, that uses data and algorithms in order to imitate human intelligence. It's like teaching computers to learn from examples and once the computer learns, it can help with all sorts of tasks, like:

• Classifying data into different categories: spam or ham/  healthy or unhealthy etc.

• Predicting outcomes,  predicting future events, such as product demand, or financial risk.

• Recommending products or services to customers based on their past behavior or preferences.

• Optimizing processes, such as supply chain management or customer service.

Machine learning is part of many AI applications such as recommendation systems, spam filtering, image recognition, natural language processing, and fraud detection.

According to a recent report by Gartner, the global market for machine learning is expected to reach $119.5 billion by 2024. This growth is being driven by the increasing adoption of machine learning in a wide range of industries, including healthcare, finance, retail, and manufacturing.

Who provides machine learning services?

As we see, machine learning is a complex field and we know that a variety of professionals are involved. Here are a few of them:

• Machine learning engineers who develop and deploy machine learning algorithms.

• Data scientists who collect, clean, and analyze data for machine learning applications.

• AI consultants that help businesses adopt machine learning technologies.

We invite you to discover which are the best ML companies in 2023 on our blog and find the best ML service providers on Techbehemoths using the filter or submitting your project and we will help to choose your perfect match. There are more than 530 companies that provide machine learning solutions.

Also, we invite you to read how AI and Machine Learning are revolutionizing the written word and what is the role of machine learning in smart city life.