The Most Valuable Tech Skills
The interactive graphic above comes to us from Dice Insights, and it helps to visualize the relationship between the supply and demand for over 1,400 technology skills.
Specifically, the supply shown on the graph is based on the amount of job seekers with those skills available, while demand is the portion of employment opportunities listed that require that skill. The “hotter” red a skill is, the greater the ratio of demand to supply.
Big Data Heats Up
With billions of new “things” connecting to the IoT and an explosion in the amount of information that must be processed and interpreted, it is no surprise that many of the most lucrative skills in tech today relate to making sense of large volumes of data.
Here are the ten highest paying skills in technology, according to Dice:
|Rank||Skill||2016 Salary||Yr/Yr Change|
Leading the list is SAP’s HANA, or “High Performance Analytical Application”, which is part of a new wave of databases that can crunch large amounts of data nearly instantly. The average salaries of workers skilled in HANA currently hover around $129,000.
If we sort the members of the top ten most lucrative skills list by “heat” level (with several omissions according to availability in the “heat data” set) we can see that HANA is right in the middle of the plot, where supply is roughly equal to demand. This shows us that tech workers choosing to skill up in HANA are effectively getting paid what they are worth.
Defining the Essentials
What else does “heat” ranking tell us about the market for tech skills that salary data alone does not?
First and foremost, it shows that skills like Java, SQL and HTML, all of which live in the top right-hand corner of the interactive graph where both demand and supply are very high, have become the “bread and butter” of the tech industry. The vast majority of people in the field have a need for these basic services, and as such, the majority of workers in tech have become conversant in them.
We can also see that specific fields, like database administration, web infrastructure management, automation, and big data science, are the areas that businesses need the most help in. The number of specialists skilled in these fields has not yet expanded to meet the significant demand for the associated skills. On the other hand, many marketing and web design skills have fallen toward the “cold” side of the spectrum as supply exceeds demand.
Competition and Timing
Employers may often look for very specific skill sets including one or more of the “hot” skills in the current marketplace. Combined with a hot technology sector, this demand pushes average salary ranges up and motivates tech workers to continually revise their competencies on a regular basis.
With such a fluid marketplace for jobs in technology, unemployment is very low at around 2%. At the same time, over the past decade, the average tech salary has also increased by roughly $17,000.
How Technology is Shaping the Future of Education
From artificial intelligence to chatbots, this infographic visualizes what the future of education could look like. Can schools keep up with the times?
Technology has transformed almost every aspect of our lives, and now it seems that education systems around the world are due for an update.
Educators are tapping into the digital revolution and adopting new technologies to help students reach their full potential, but can they adapt quickly enough to prepare children for the changing future of work?
The Growing Role of Tech in Classrooms
Today’s infographic from Best Education Degrees explores the different ways technology is transforming classrooms, and disrupting education as we know it.
The Next Generation
Although some might view technology as pervasive, for younger generations, it is ever-present.
Children and young adults make up one-third of all internet users, so it’s no surprise that they are more hyper-connected and digitally savvy than their parents.
The combination of evolving educational needs for children and a more uncertain future of work means that updating what children learn, and how they learn it, has become a crucial issue for schools and colleges—but what should be prioritized?
In a survey of 1,400 educators, the majority of them say they believe that classrooms of the future will be centered around self-paced and personalized learning.
This student-centric approach would allow children to choose their own pace and learning objectives based on individual interests—all of which could be guided by artificial intelligence, chatbots, and video-based learning.
Artificial intelligence in education typically focuses on identifying what a student does or doesn’t know, and then subsequently developing a personalized curricula for each student.
The AI-powered language learning platform Duolingo is one of the most downloaded education apps globally, with more than 50 million installs in 2018. The platform single-handedly challenges the notion of traditional learning, with a study showing that spending just 34 hours on the app equates to an entire university semester of language education.
AI-driven applications in education are still in their infancy, but Duolingo’s success demonstrates the growth potential in the sector. In fact, the nascent market for AI in education is expected to reach $6 billion by the year 2025. Over half of this will come from China and the U.S., with China leading globally.
Chatbots are also quickly becoming a fundamental tool in next generation education. Designed to simplify the interaction between student and computer, chatbots provide a wide range of benefits, including:
- Spaced interval learning: Uses algorithms and repetition to optimize memorization
- Immediate feedback: Papers can be graded with 92% accuracy and in a faster time than teachers
- Self-paced learning: Tracks a student’s performance and guides them based on their individual needs
This innovative technology is arming educators with new strategies for more engaged learning, whilst simultaneously reducing their workload.
Although video-based learning may not necessarily be considered as innovative as artificial intelligence or chatbots, 98% of educators view it as a vital component in personalized learning experiences. Most institutions report incorporating video into their curriculums in some way, but even higher demand for video-based learning may come from students in the near future.
This is due to the fact that video learning increases student satisfaction by 91%, and student achievements by 82%, which could be why educators are increasingly using video for tasks like:
- Providing material for student assignments
- Giving feedback on assignments
- Flipped instruction (blended learning) exercises
A flipped classroom overturns conventional learning by focusing on practical content that is delivered online and often outside the classroom.
The Battle Between Traditional and Tech
Flipping classrooms is a trend that has gained momentum in recent years—and may be considered to be a radical change in how students absorb information. The relatively new model also eliminates homework, by empowering students to work collaboratively on their tasks during class time.
Although new models of learning are disrupting the status quo of traditional learning, could the increasing amount of time children spend in front of screens be detrimental?
Research has shown that children are more likely to absorb information from books rather than screens. There has also been an evident increase in low-tech or tech-free schools that believe that human interaction is paramount when it comes to keeping children engaged and excited to learn.
Creating First-Class Humans
Although we may not be in the era of iTeachers just yet, the benefits of technology as teaching aids are undeniable. However, what is more important is that these aids are used in tandem with developmental and educational psychology—ultimately keeping students rather than technology at the core of education.
The future will be about pairing the artificial intelligence of computers with the cognitive, social and emotional capabilities of humans, so that we educate first-class humans, not second-class robots”
After all, how children develop these skills is perhaps less important than their ability to navigate change, as that is the only thing that will remain constant.
Visualizing the Current Landscape of the Fintech Industry
The fintech industry welcomed multi-billion dollar investments in 2019. Where is the most growth, and how are incumbents dealing with digital disruption?
Visualizing the Current Landscape of the Fintech Industry
Since the introduction of the first credit card with a magnetic stripe in 1966, financial technology has come a long way. Silicon Valley may not have birthed the term “fintech”, but it has certainly helped catapult its applications into the mainstream.
Leveraging everything from basic apps to the blockchain, the changing dynamics of fintech are creating new investment opportunities everyday, growing its appetite with every new megadeal.
Today’s graphic from Raconteur highlights the global growth of the fintech industry, the services with the most staying power, and major M&A developments of the past year as traditional institutions scramble to deal with this digital disruption.
How Fintech Levels the Playing Field
Over the past five years, digitally-enabled financial technology services have delivered convenient and cheaper access to financial services to millions of consumers.
What draws consumers towards using fintech?
- Attractive rates and fees (27%)
- Easy access and account setup (20%)
- Variety of innovative products and services (18%)
- Better service quality and product features (12%)
This new implementation of technology is democratizing financial services for the masses, a strong contrast to accessing them through traditional brick-and-mortar institutions.
How Fintech Fares Across Borders
On average, 64% of the world’s digitally active population has used at least one fintech service. But China and India surpass this benchmark by a mile—in a survey of 27,000 consumers across 27 markets, both countries demonstrated a 87% fintech adoption rate.
Russia and South Africa are in close second, with 82% adoption respectively. On the other hand, France and Japan are tied at the low end of the spectrum with only 35% fintech adoption.
The trajectory of mobile payments and digital wallets in China can help put high Asian adoption rates in perspective. Thanks to services like Alipay and WeChat, 890 million unique mobile payment users are essentially transforming China from a cash economy to a digital one.
Which Services Have Caught Consumer Attention?
Just like “Googling” is synonymous with looking up information online, the term “Venmo-ing” has become an American verb for paying someone back via a digital wallet.
That’s why it’s no surprise that money transfer and payments are by far the most rapidly growing fintech services, shooting up from 18% to 75% global adoption in just four years. Here’s how global average adoption rates differ by fintech service, across time:
|💸 Money transfer and payments||18%||50%||75%|
|💰 Savings and investments||17%||20%||34%|
|📋 Budgeting and financial planning||8%||10%||29%|
Source: EY Global Fintech Adoption Index 2019
Insurtech has steadily gained traction in the market. Digital insurance solutions provide personalized and on-demand coverage plans for clients, using bots and machine learning to assess risk levels. As a result, this sub-segment has been attracting large funding rounds due to the time—and money—it helps free up for firms.
According to CapGemini, incumbents in the financial industry see wallets and mobile payments from fintech providers as the most significant offerings impacting their companies. That may be why they’re resorting to big moves to protect their business.
Deals and More Deals
Major financial institutions made some serious plays in 2019, in the way of mergers and acquisitions of fintech companies:
- FIS bought the payments processing company Worldpay for $35 billion, valuing the company at $43 billion when debt is included. (Reuters)
- The London Stock Exchange Group plans to acquire financial markets data provider Refinitiv for $27 billion, in the hopes of rivaling Bloomberg. (Reuters)
- Global Payments bought the payments processing company Total System Services for $21.5 billion, planning to provide services to over 1,300 financial institutions. (Bloomberg)
- Fiserv acquired payments processing company First Data for $22 billion—the two companies combined are a backbone of Wall Street’s financial technology. (WSJ)
- Visa purchased the payments authentication company Plaid for $5.3 billion in January 2020, in hopes of strengthening its relations with financial institutions. (CNBC)
As billions of dollars exchange hands, it’s been noted that many of these plays were made by established incumbents to curb the threat posed by fintech startups.
At the same time, however, it’s also clear that traditional institutions want to tap into what fintech startups are doing right.
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