The Jobs Most Exposed to ChatGPT

Accountants are among the professionals whose careers are most exposed to the capabilities of generative artificial intelligence, according to a new study. The researchers found that at least half of accounting tasks could be completed much faster with the technology.

The same was true for mathematicians, interpreters, writers and nearly 20% of the U.S. workforce, according to the study by researchers at the University of Pennsylvania and OpenAI, the company that makes the popular AI tool ChatGPT.

The tool has provoked excitement and anxiety in companies, schools, governments and the general public for its ability to process massive amounts of information and generate sophisticated—though not necessarily accurate or unbiased—content in response to prompts from users.

The researchers, who published their working paper online this month, examined occupations’ exposure to the new technology, which is powered by software called large language models that can analyse and generate text. They analysed the share of a job’s tasks where GPTs—generative pre-trained transformers—and software that incorporates them can reduce the time it takes to complete a task by at least 50%. Research has found that state-of-the-art GPTs excel in tasks such as translation, classification, creative writing and generating computer code.

They found that most jobs will be changed in some form by GPTs, with 80% of workers in occupations where at least one job task can be performed more quickly by generative AI. Information-processing roles—including public relations specialists, court reporters and blockchain engineers—are highly exposed, they found. The jobs that will be least affected by the technology include short-order cooks, motorcycle mechanics and oil-and-gas roustabouts.

To reach their conclusions, the authors used a government database of occupations and their associated activities and tasks, and had both people and artificial intelligence models assign exposure levels to the activities and tasks.

The researchers didn’t predict whether jobs will be lost or whose jobs will be lost, said Matt Beane, an assistant professor at the University of California, Santa Barbara, who studies the impact of technology on the labor market and wasn’t involved in the study.

“Exposure predicts nothing in terms of what will change and how fast it will change,” he said. “Human beings reject change that compromises their interests” and the process of implementing new technologies is often fraught with negotiation, resistance, “terror and hope,” he said.

The real challenge, Mr. Beane said, is for companies, schools and policy makers to help people adapt. “That’s a multi-trillion dollar problem,” he said, and can include, among other things, training workers to collaborate effectively with the technology and redesigning jobs to enhance the autonomy, wages and career prospects of many roles.

Individuals have already begun using generative AI to work more quickly, though many employers worry about security and accuracy.

Michael Quash, a 32-year-old Richmond, Va.-based broadcast engineer, said he has found greater efficiency when he uses ChatGPT for monotonous tasks or to work through complex coding problems. “ChatGPT can be a force multiplier,” he said.

His employer, Audacy Inc., said it is letting employees experiment with the tool. “Like many media companies, we believe that there is value in ChatGPT for certain processes,” said Sarah Foss, Audacy’s chief technology officer.

Other recent studies have also found that generative AI can save significant time and produce better results than humans can. In a Massachusetts Institute of Technology experiment focused on college-educated professionals, researchers divided 444 grant writers, marketers, consultants, human-resources professionals and other workers in half. Both groups were asked to complete short written tasks, and one group could use ChatGPT to do so.

Those with access to ChatGPT finished their tasks 10 minutes faster. And outside readers who assessed the quality of these assignments said the AI-assisted workers did better than the other group, according to the study, which was released in March and hasn’t been peer-reviewed.

Another paper published last week by researchers at Microsoft Corp., which is investing billions into OpenAI, analysed the capabilities of GPT-4, the latest version of OpenAI’s tool, and found that it could solve “novel and difficult tasks” with “human-level performance” in fields such as mathematics, coding, medicine, law and psychology.

Amanda Richardson, chief executive of the technical interview platform CoderPad, said she’s used ChatGPT to write slides when she presents about her field. The tool creates a basic outline, and from there she tracks down specific details to make a more compelling presentation, she said.

CoderPad’s customers are businesses looking to hire. They ask job candidates to demonstrate their technical skills using CoderPad, and Ms. Richardson has recommended that customers explicitly make ChatGPT part of their interview process: Ask applicants to use ChatGPT to solve a problem, and then have them critique the answer it spits out. Does the code have any security vulnerabilities? Is it scalable? What’s good or bad?

“It leans into embracing developer efficiency,” she said.

GENOA, Italy—Renato Zanelli crossed the finish line with a rusty iron hanging from his neck while pulling 140 pounds of trash on an improvised sled fashioned from a slab of plastic waste.

Zanelli, a retired IT specialist, flashed a tired smile, but he suspected his garbage haul wouldn’t be enough to defend his title as world champion of plogging—a sport that combines running with trash collecting.

A rival had just finished the race with a chair around his neck and dragging three tires, a television and four sacks of trash. Another crossed the line with muscles bulging, towing a large refrigerator. But the strongest challenger was Manuel Jesus Ortega Garcia, a Spanish plumber who arrived at the finish pulling a fridge, a dishwasher, a propane gas tank, a fire extinguisher and a host of other odds and ends.

“The competition is intense this year,” said Zanelli. Now 71, he used his fitness and knack for finding trash to compete against athletes half his age. “I’m here to help the environment, but I also want to win.”

Italy, a land of beauty, is also a land of uncollected trash. The country struggles with chronic littering, inefficient garbage collection in many cities, and illegal dumping in the countryside of everything from washing machines to construction waste. Rome has become an emblem of Italy’s inability to fix its trash problem.

So it was fitting that at the recent World Plogging Championship more than 70 athletes from 16 countries tested their talents in this northern Italian city. During the six hours of the race, contestants collect points by racking up miles and vertical distance, and by carrying as much trash across the finish line as they can. Trash gets scored based on its weight and environmental impact. Batteries and electronic equipment earn the most points.

A mobile app ensures runners stay within the race’s permitted area, approximately 12 square miles. Athletes have to pass through checkpoints in the rugged, hilly park. They are issued gloves and four plastic bags to fill with garbage, and are also allowed to carry up to three bulky finds, such as tires or TVs.

Genoa, a gritty industrial port city in the country’s mountainous northwest, has a trash problem that gets worse the further one gets away from its relatively clean historic core. The park that hosted the plogging championship has long been plagued by garbage big and small.

“It’s ironic to have the World Plogging Championship in a country that’s not always as clean as it could be. But maybe it will help bring awareness and things will improve,” said Francesco Carcioffo, chief executive of Acea Pinerolese Industriale, an energy and recycling company that’s been involved in sponsoring and organizing the race since its first edition in 2021. All three world championships so far have been held in Italy.

Events that combine running and trash-collecting go back to at least 2010. The sport gained traction about seven years ago when a Swede, Erik Ahlström, coined the name plogging, a mashup of plocka upp, Swedish for “pick up,” and jogging.

“If you don’t have a catchy name you might as well not exist,” said Roberto Cavallo, an Italian environmental consultant and longtime plogger, who is on the world championship organizing committee together with Ahlström.

Saturday’s event brought together a mix of wiry trail runners and environmental activists, some of whom looked less like elite athletes.

“We like plogging because it makes us feel a little less guilty about the way things are going with the environment,” said Elena Canuto, 29, as she warmed up before the start. She came in first in the women’s ranking two years ago. “This year I’m taking it a bit easier because I’m three months pregnant.”

Around two-thirds of the contestants were Italians. The rest came from other European countries, as well as Japan, Argentina, Uruguay, Mexico, Algeria, Ghana and Senegal.

“I hope to win so people in Senegal get enthusiastic about plogging,” said Issa Ba, a 30-year-old Senegalese-born factory worker who has lived in Italy for eight years.

“Three, two, one, go,” Cavallo shouted over a loudspeaker, and the athletes sprinted off in different directions. Some stopped 20 yards from the starting line to collect their first trash. Others took off to be the first to exploit richer pickings on wooded hilltops, where batteries and home appliances lay waiting.

As the hours went by, the athletes crisscrossed trails and roads, their bags became heavier. They tagged their bulky items and left them at roadsides for later collection. Contestants gathered at refreshment points, discussing what they had found as they fueled up on cookies and juice. Some contestants had brought their own reusable cups.

With 30 minutes left in the race, athletes were gathering so much trash that the organisers decided to tweak the rules: in addition to their four plastic bags, contestants could carry six bulky objects over the finish line rather than three.

“I know it’s like changing the rules halfway through a game of Monopoly, but I know I can rely on your comprehension,” Cavallo announced over the PA as the athletes braced for their final push to the finish line.

The rule change meant some contestants could almost double the weight of their trash, but others smelled a rat.

“That’s fantastic that people found so much stuff, but it’s not really fair to change the rules at the last minute,” said Paul Waye, a Dutch plogging evangelist who had passed up on some bulky trash because of the three-item rule.

Senegal will have to wait at least a year to have a plogging champion. Two hours after the end of Saturday’s race, Ba still hadn’t arrived at the finish line.

“My phone ran out of battery and I got lost,” Ba said later at the awards ceremony. “I’ll be back next year, but with a better phone.”

The race went better for Canuto. She used an abandoned shopping cart to wheel in her loot. It included a baby stroller, which the mother-to-be took as a good omen. Her total haul weighed a relatively modest 100 pounds, but was heavy on electronic equipment, which was enough for her to score her second triumph.

“I don’t know if I’ll be back next year to defend my title. The baby will be six or seven months old,” she said.

In the men’s ranking, Ortega, the Spanish plumber, brought in 310 pounds of waste, racked up more than 16 miles and climbed 7,300 feet to run away with the title.

Zanelli, the defending champion, didn’t make it onto the podium. He said he would take solace from the nearly new Neapolitan coffee maker he found during the first championship two years ago. “I’ll always have my victory and the coffee maker, which I polished and now display in my home,” he said.

Contestants collected more than 6,600 pounds of trash. The haul included fridges, bikes, dozens of tires, baby seats, mattresses, lead pipes, stoves, chairs, TVs, 1980s-era boomboxes with cassettes still inside, motorcycle helmets, electric fans, traffic cones, air rifles, a toilet and a soccer goal.

“This park hasn’t been this clean since the 15 century,” said Genoa’s ambassador for sport, Roberto Giordano.

The Jobs Most Exposed to ChatGPT

New study finds that AI tools could more quickly handle at least half of the tasks that auditors, interpreters and writers do now

At the World Plogging Championship, contestants have lugged in tires, TVs and at least one Neapolitan coffee maker