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Charting the Automation Potential of U.S. Jobs

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Technical potential for automation

Charting the Automation Potential of U.S. Jobs

In last week’s Chart of the Week, we noted that 1.3 million industrial robots would be installed between 2015 and 2018, and this would more than double the stock of active robots around the world.

While many of those robots will be used in the automotive and electronics sectors, there are many other roles that robots will be filling in the future. Surprisingly, according to global consultant McKinsey & Co, not all of these jobs are low-skill, low-wage jobs, either.

Mckinsey ran a comprehensive study of nearly 800 different jobs in the United States, ranging from CEOs to fast food workers. Between these roles, they found 2,000 individual work activities, and assessed them against 18 different capabilities that could potentially be automated. In their analysis, they found that 45% of work activities representing $2 trillion in wages can already by automated based on proven technology that currently exists. A further 13% of work activities in the U.S. economy could be automated if the technologies used to understand and process human language were brought up to the median human level of competence.

Who’s in, Who’s Out?

The interactive visualization above charts specific careers on their automation potential (out of 100%) along with the hourly average wage of the job.

What is most interesting about the analysis is that automation potential doesn’t correlate with low-skill, low-wage jobs as much as one may think. While it’s true that the three million fast food workers across the country have an automation potential of 74%, and that heavy truck driving activities can be 69% automated, there are also great counter-examples: for example, only 7% of manual labor and 22% of janitorial activities could be automated.

Likewise, high-paying jobs are not necessarily robot-proof.

Doctors (23%), nurses (29%), and even CEOs (25%) all have significant amounts of their jobs that can be automated with current technology. Almost half (47%) of what pharmacists do can be done by a robo-pharmacist, and 72% of commercial pilot activities can be done through computers.

Not interested in having a robot fill your shoes? Mckinsey notes at the end of their analysis that both creativity and sensing emotion are extremely difficult to automate. Focus on building skills and competencies in these categories, and you’ll be just fine (for now, at least).

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Mapped: Internet Download Speeds by Region

North America and East Asia have the speediest internet.

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Map illustrating median download speeds in each global region.

Mapped: Internet Download Speeds by Region

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.

In today’s fast-paced world, internet speed isn’t just a convenience—it’s the driving force behind how we work, play, and connect.

In this map, we illustrate median download speeds in each global region, based on data from the World Bank’s Digital Progress and Trends Report 2023.

North America and East Asia Have the Speediest Internet

According to the World Bank, download speeds in high-income countries increased significantly between 2019 and 2023, while speeds in lower-income countries stagnated.

As of 2022, North America and East Asia have the speediest internet.

RegionMedian mobile download speed (Mb/sec)Median fixed broadband download speed (Mb/sec)
East Asia & Pacific90171
Europe & Central Asia4485
Latin America & the Caribbean2674
Middle East & North Africa3636
North America83193
South Asia2743
Sub-Saharan Africa1615

This difference in broadband speeds can mainly be attributed to investment.

In 2020, nearly 90% of global telecommunication investment came from East Asia and the Pacific, Europe and Central Asia, and North America. These regions not only concentrate the highest-income population but also the top technology hubs.

Meanwhile, low- and middle-income regions such as Latin America and the Caribbean, South Asia, and Sub-Saharan Africa accounted for less than 10% of total investment.

Most of the investment is directed towards fiber optic and 5G mobile networks. According to the mobile industry association GSMA, mobile operators alone are projected to invest more than $600 billion between 2022 and 2025, with 85% of the total allocated for 5G.

In 2023, broadband speeds in high-income countries were 10x faster for fixed connections, and 5x faster for mobile connections compared to those in low-income countries.

Fixed broadband connections, which provide high-speed internet to residences or businesses, reached 38% of the population in high-income countries. In comparison, fixed broadband penetration was only 4% of the population in lower-middle-income countries and almost zero in low-income countries.

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