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The Most Valuable Tech Skills in 2017

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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:

RankSkill2016 SalaryYr/Yr Change
#1HANA$128,958-3.30%
#2MapReduce$125,009-0.30%
#3Cloud Foundry$124,038n/a
#4Hbase$123,9345.70%
#5Omnigraffle$123,782-1.90%
#6Cassandra$123,4592.20%
#7Apache Kafka$122,728n/a
#8SOA$122,094-1.90%
#9Ansible$121,382n/a
#10Jetty$120,9781.30%

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.

Top tech skills ranked by heat

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.

Year over year growth in tech salaries

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.

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Visualizing Microsoft’s Revenue, by Product Line

This graphic breaks down Microsoft’s revenue by segment—from cloud office software to AI search engine capabilities in 2023.

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Visualizing Microsoft’s Revenue, by Product Line

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

Over the last decade, Microsoft’s revenue has more than doubled, driven by key product lines like its intelligent cloud infrastructure.

Adding to this, Microsoft launched its AI-enabled search engine, Copilot last year, which has already generated $12 billion for the company. Beyond this search engine, Microsoft is developing a range of AI-based services, such as Azure Arc, a cloud computing platform with 18,000 customers.

This graphic breaks down Microsoft’s revenue in 2023, based on data from Affinity powered by Syntax.

Microsoft’s Most Lucrative Business Segments

In 2023, Microsoft revenues soared to a record $211 billion as demand for AI services accelerated.

As one of the world’s largest companies by market cap, Microsoft reached a $2.8 trillion valuation as investors flocked to big tech and AI-related stocks last year. Amid strong growth, here’s how much revenue was generated from Microsoft’s product lines in 2023:

Product LIneFY2023 Revenue Share of Revenue
Cloud Computing Services$80B38%
Cloud Office Suite Software$49B23%
Operating Systems$22B10%
Gaming Consoles$15B7%
Employment Listing Platform$15B7%
AI-Enabled Search Engine$12B6%
Other$19B9%
Total Revenue$211B100%

Comprising 38% of total revenues in 2023, Microsoft’s cloud computing services segment earns more than any other by a long shot.

These intelligent cloud services provide the servers, storage, and data centers that enable businesses to run websites and other computing services without the need for buying individual hardware and software.

The second-highest revenue driver was cloud office suite software, with sales of Microsoft 365 bringing in $49 billion in revenue.

Meanwhile, Microsoft’s gaming consoles segment pulled in $15 billion in one of its best years ever. In 2023, the company acquired Activision Blizzard for $68.7 billion, known for World of Warcraft and Call of Duty. It was the company’s biggest acquisition in its history.

Falling after gaming revenues is Copilot, its AI-enabled search engine, making up 6% of 2023 revenues. This productivity tool can be embedded into Microsoft 365, allowing companies to use natural language prompts to gain data on their company, summarize insights from meetings, and a host of other functions.

As AI-related services continue to gain momentum, it remains to be seen whether Microsft’s revenue will continue to see strong growth. So far, investor optimism has remained elevated.

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