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Researchers asked ChatGPT to rate which job skills it performs best. Its answers show what roles are most at risk for AI disruption

By
Paige McGlauflin
Paige McGlauflin
and
Joey Abrams
Joey Abrams
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By
Paige McGlauflin
Paige McGlauflin
and
Joey Abrams
Joey Abrams
Down Arrow Button Icon
September 22, 2023, 8:24 AM ET
man in collared shirt and suit jacket speaking onstage
Chris Hyams, CEO of Indeed, speaks during the South by Southwest festival in Austin, Texas on March 10, 2023. Bloomberg—Getty Images

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Before mid-2022, jobs considered most likely impacted by AI or automation might have been roles like factory line work or customer service positions. That’s changed thanks to the advancement of generative AI. Today, jobs requiring tech, administrative, and marketing skills are considered most at risk for AI disruption, according to research from Indeed’s Hiring Lab, released on Thursday.

Researchers at the Hiring Lab identified 2,600 skills listed in job postings on the career site’s platform. They sorted them into 48 separate skill families, ranging from administrative skills to driving to expertise in beauty and wellness. 

The researchers then tasked ChatGPT with assessing its aptitude for each skill family, ranging from poor to excellent. According to the chatbot’s assessment, it would be “excellent” in just four categories, “good” in another 16, and either “poor” or “fair” in the remaining 28 skill families. ChatGPT considers itself to be most adept in software development, IT operations and helpdesk support, and mathematics. It rated itself worst at skills that require high levels of physical interaction, like driving, beauty and wellness, and personal care and home health.

Despite rating itself strongly on about 41% of all skill categories, generative AI still has a ways to go before taking over most peoples’ jobs. The report also found that just one-fifth of all job postings analyzed would be at risk of “high exposure” to generative AI, meaning ChatGPT could perform “good” or “excellent” at 80% or more of all skills listed in these job postings. Under half (45.7%) of all jobs are at “medium exposure.”

“The thing that we really want people to understand is not to try to freak out about, ‘my job is going away,’ but definitely to prepare because these jobs are going to change dramatically,” says Indeed CEO Chris Hyams. “It’s kind of like looking at rolling back the clock, 20 years or so, to how the internet would impact work.”

This impact may already be showing up in the jobs that rely on the skill areas in which ChatGPT rates itself strongly. Indeed finds that the number of software engineer job postings declined 58% from August 2022 to 2023, compared to a 40% decline of all tech industry jobs in that same period. Similarly, job postings for copywriters fell 53% between August 2022 and 2023, while marketing industry jobs declined 26% year-over-year. How much of that decline is attributable to economic constraints and the hiring correction in certain industries isn’t clear.

Meanwhile, interest in generative AI from job seekers and recruiters has skyrocketed. Job postings for generative AI roles grew 160% between August 2022 and 2023.

“Whether ChatGPT can do [a job] effectively doesn’t matter. It’s whether employers think it can,” says Hyams. “We certainly have seen that happening, where people are starting to use it for things they weren’t before.”

Paige McGlauflin
[email protected]
@paidion

Reporter's Notebook

The most compelling data, quotes, and insights from the field.

At Indeed's annual FutureWorks conference on Thursday, Haben Girma, a human rights lawyer who is deaf and blind, shared a reminder of how tech “disruptions” can unintentionally impact marginalized people.

Girma recalled trying to use an elevator while visiting a law firm, but the building replaced its elevator buttons with a touch screen that she could not use as a deaf and blind person.

“For most of my life, elevators were a symbol of accessibility...they normally have Braille buttons,” she said. “This symbol of accessibility is now being taken away by tech designs that don't include disabled people. So tech can make things worse and take away freedoms we used to have, or it can create opportunities.”

Around the Table

A round-up of the most important HR headlines.

- More than two-thirds of Gen-Zers do not read employment contracts in full, according to a poll from Adobe Acrobat. Fast Company 

- With more companies starting to offer student loan forgiveness, debates between borrowers who have already paid their loans off and those still paying could plague the workplace. Wall Street Journal

- Two Black former employees at TikTok parent ByteDance have filed a complaint against the company with the U.S. EEOC over “toxicity and racism” in the workplace. One of the former employees says the treatment worsened when reported to human resources. CNN

- General Mills blamed losses in pet treats and wet food sales on in-person work as pet parents returned to the office. Bloomberg

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Everything you need to know from Coins2Day .

A fitting holiday. A wave of companies picked Labor Day as the deadline for workers to return to the office, and it appears employees listened. Office occupancy surged to more than 50% in the weeks after Labor Day, according to data from Kastle Systems. —Eleanor Pringle

Regret at first sight. According to a new BambooHR study, 70% of employees say they knew if a job was right for them within a month of starting, and 62% say their first impressions remained true. That might be why almost half of employees report they've regretted accepting a job within just a week of starting. —Chloe Berger

Distribution of wealth. Satish Malhotra, CEO of the Container Store—which laid off roughly 15% of support center workers and 3% of distribution and store employees this summer—disclosed that he voluntarily took a 10% pay cut to ensure workers receive a raise this year. —Chris Morris

This is the web version of CHRO Daily, a newsletter focusing on helping HR executives navigate the needs of the workplace. Sign up to get it delivered free to your inbox.

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Joey Abrams is the associate production editor at Coins2Day.

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