Technology
Charting the Automation Potential of U.S. Jobs
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).
AI
Charted: What are Retail Investors Interested in Buying in 2023?
What key themes and strategies are retail investors looking at for the rest of 2023? Preview: AI is a popular choice.

Charted: Retail Investors’ Top Picks for 2023
U.S. retail investors, enticed by a brief pause in the interest rate cycle, came roaring back in the early summer. But what are their investment priorities for the second half of 2023?
We visualized the data from Public’s 2023 Retail Investor Report, which surveyed 1,005 retail investors on their platform, asking “which investment strategy or themes are you interested in as part of your overall investment strategy?”
Survey respondents ticked all the options that applied to them, thus their response percentages do not sum to 100%.
Where Are Retail Investors Putting Their Money?
By far the most popular strategy for retail investors is dividend investing with 50% of the respondents selecting it as something they’re interested in.
Dividends can help supplement incomes and come with tax benefits (especially for lower income investors or if the dividend is paid out into a tax-deferred account), and can be a popular choice during more inflationary times.
Investment Strategy | Percent of Respondents |
---|---|
Dividend Investing | 50% |
Artificial Intelligence | 36% |
Total Stock Market Index | 36% |
Renewable Energy | 33% |
Big Tech | 31% |
Treasuries (T-Bills) | 31% |
Electric Vehicles | 27% |
Large Cap | 26% |
Small Cap | 24% |
Emerging Markets | 23% |
Real Estate | 23% |
Gold & Precious Metals | 23% |
Mid Cap | 19% |
Inflation Protection | 13% |
Commodities | 12% |
Meanwhile, the hype around AI hasn’t faded, with 36% of the respondents saying they’d be interested in investing in the theme—including juggernaut chipmaker Nvidia. This is tied for second place with Total Stock Market Index investing.
Treasury Bills (30%) represent the safety anchoring of the portfolio but the ongoing climate crisis is also on investors’ minds with Renewable Energy (33%) and EVs (27%) scoring fairly high on the interest list.
Commodities and Inflation-Protection stocks on the other hand have fallen out of favor.
Come on Barbie, Let’s Go Party…
Another interesting takeaway pulled from the survey is how conversations about prevailing companies—or the buzz around them—are influencing trades. The platform found that public investors in Mattel increased 6.6 times after the success of the ‘Barbie’ movie.
Bud Light also saw a 1.5x increase in retail investors, despite receiving negative attention from their fans after the company did a beer promotion campaign with trans influencer Dylan Mulvaney.
Given the origin story of a large chunk of American retail investors revolves around GameStop and AMC, these insights aren’t new, but they do reveal a persisting trend.
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