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 Decentralized Finance Could Make Investing More Accessible
Under the current global financial system, billions of people do not have access to quality assets. Here’s how decentralized finance is changing that.
Infographic: How Decentralized Finance Could Make Investing More Accessible
Did you know that a majority of the global population doesn’t have access to quality financial assets?
In advanced economies, we are lucky to have simple options to grow and protect our wealth. Banks are all over the place, markets are robust, and we can invest our money into assets like stocks or bonds at the drop of a hat.
In the United States, roughly 52% of people are invested in the stock market – but in a place like India, for example, this portion drops to a paltry 2%. How can we make it possible for people on the “outside” of the financial system to gain access?
Breaking Down Barriers
Today’s infographic comes to us from Abra, and it shows how decentralized finance could make investing a more universal phenomenon, especially for those that don’t have access to the modern financial system.
It lays out four key obstacles that prevent people in developing markets from investing in quality financial assets in the first place:
- The Geographic Lottery
Where you live plays a massive role in determining your ability to build wealth. In advanced Western economies, the average person is much more likely to be invested in financial markets that can help compound wealth.
- Financial Literacy and Complexity
Roughly 3.5 billion adults globally lack an understanding of basic financial concepts, which creates an impenetrable barrier to investing.
- Local Market Turmoil
Even if a person is mentally prepared to invest, local market turmoil (hyperinflation, political crises, closed borders, etc.) can make it difficult to get access to stable assets.
- The Cost of Investing in Foreign Markets
Foreign assets can be pricey. One share of Amazon is $1,800, which is realistically more money than many people around the world can afford.
In other words, there are billions of people globally that can’t take advantage of some of the most effective wealth-building tactics.
This is just one flaw in the current financial system, a paradigm that has created massive amounts of wealth but only for a specific and well-connected group of people.
Enter Decentralized Finance
Could decentralized finance be the alternative to open up access to financial markets?
By combining apps with blockchain technology – specifically through public blockchains such as Bitcoin or Ethereum – decentralized finance makes it possible to get around some of the barriers that are created by more traditional systems.
Here are some of the innovations that are making this possible:
Smart contracts could automate transactions and remove intermediaries, making investing cheaper, faster, and more accessible.
Fractional investing could allow partial or shared ownership of financial assets by using tokenization. This would make expensive stocks like Amazon ($1,800 per share) available to a much wider segment of the population.
Location independent investing is possible through smartphones. This would make it possible for people in remote parts of the developing world to invest, even without access to nearby financial institutions or local markets.
Like the internet with knowledge, decentralized finance could reshape the world by making financial access universal. Who’s ready?
How Much Data is Generated Each Day?
By 2020, there will be 40x more bytes of data than there are stars in the observable universe. See how much data gets added to the mix each and every day.
How Much Data is Generated Each Day?
View the full-size version of the infographic by clicking here
You’ve probably heard of kilobytes, megabytes, gigabytes, or even terabytes.
These data units are common everyday amounts that the average person may run into. Units this size may be big enough to quantify the amount of data sent in an email attachment, or the data stored on a hard drive, for example.
In the coming years, however, these common units will begin to seem more quaint – that’s because the entire digital universe is expected to reach 44 zettabytes by 2020.
If this number is correct, it will mean there are 40 times more bytes than there are stars in the observable universe.
A Crash Course in Data
Today’s infographic comes to us from Raconteur, and it gives us a picture of this new data reality.
Before we get to how much data is created each day – both now, and in the future – it’s worth getting acquainted with how data scales in terms of units.
|Abbreviation||Unit||Value||Size (in bytes)|
|b||bit||0 or 1||1/8 of a byte|
|B||bytes||8 bits||1 byte|
|KB||kilobytes||1,000 bytes||1,000 bytes|
|MB||megabyte||1,000² bytes||1,000,000 bytes|
|GB||gigabyte||1,000³ bytes||1,000,000,000 bytes|
|TB||terabyte||1,000⁴ bytes||1,000,000,000,000 bytes|
|PB||petabyte||1,000⁵ bytes||1,000,000,000,000,000 bytes|
|EB||exabyte||1,000⁶ bytes||1,000,000,000,000,000,000 bytes|
|ZB||zettabyte||1,000⁷ bytes||1,000,000,000,000,000,000,000 bytes|
|YB||yottabyte||1,000⁸ bytes||1,000,000,000,000,000,000,000,000 bytes|
There’s no doubt that data literacy will only become more important in the future, so make sure you know your zettabytes from your yottabytes!
A Day of Data
How much data is generated in a day – and what could this look like as we enter an even more data-driven future?
Here are some key daily statistics highlighted in the infographic:
- 500 million tweets are sent
- 294 billion emails are sent
- 4 petabytes of data are created on Facebook
- 4 terabytes of data are created from each connected car
- 65 billion messages are sent on WhatsApp
- 5 billion searches are made
By 2025, it’s estimated that 463 exabytes of data will be created each day globally – that’s the equivalent of 212,765,957 DVDs per day!
If you think the above information is fascinating, see what happens in an internet minute.
Markets3 months ago
The Jeff Bezos Empire in One Giant Chart
Maps5 months ago
Mercator Misconceptions: Clever Map Shows the True Size of Countries
Advertising2 months ago
Meet Generation Z: The Newest Member to the Workforce
Misc5 months ago
24 Cognitive Biases That Are Warping Your Perception of Reality
Technology3 months ago
The 20 Internet Giants That Rule the Web
Advertising3 weeks ago
How the Tech Giants Make Their Billions
Environment2 months ago
The World’s 25 Largest Lakes, Side by Side
Chart of the Week3 months ago
Chart: The World’s Largest 10 Economies in 2030