The AI economy is rewriting the American Dream — and blue-collar workers are poised to win

From the Dayton, Ohio, suburbs to boardrooms in Dallas, the staff fueling AT&T’s subsequent wave of development aren’t fresh-faced faculty graduates with costly four-year levels. They’re expert, blue-collar workers prepared to get their palms soiled — and AT&T cannot discover sufficient of them. 

“We’d like individuals who understand how to truly work with electrical energy. We’d like individuals who perceive photonics. We’d like individuals who can go into people’ houses and join this infrastructure to make it work proper,” AT&T CEO John Stankey informed CNBC throughout a current interview from the firm’s Dallas headquarters.

“We discover that we have got to exit and discover them, prepare them, and incent them to are available,” he mentioned. “It is not like we’re rising them on bushes in the United States.”

AT&T’s dilemma — searching for blue-collar workers at a time when a file variety of faculty college students are projected to graduate this spring — underscores the palpable disaster dealing with new diploma holders as the first wave of the AI revolution hits the U.S. economy. 

For a lot of the postwar period, the American discount was clear: Go to faculty, get a level and declare your home in the center class. As factories gave means to places of work and the U.S. economy more and more rewarded credentials over bodily labor, a four-year diploma grew to become certainly one of the clearest symbols of upward mobility. However as AI spreads throughout company America and begins to soak up the entry-level work that when gave graduates their begin, that promise is starting to fracture.

Whereas the speedy unfold of AI has not but led to broad layoffs and empty places of work, many new graduates, particularly these in AI-exposed industries, are studying their levels could not assure the alternatives they as soon as did. 

In the meantime, as AI implementation spreads and CEOs discover they’ll do extra with much less labor, hiring is slowing. The downturn has hit hardest the workers with little real-world expertise and these in industries anticipated to be most susceptible to AI substitute, akin to advertising and marketing, authorized, accounting, human assets and IT.

If the pattern continues, AI may reorder the U.S. workforce and world economy, redrawing the map of alternative in ways in which even some main economists and technologists say they are solely starting to perceive.

“Is the American Dream going away due to AI?… I feel the fears are all very legitimate,” mentioned Might Hu, a 26-year-old tech guide turned social media influencer who mentioned she was laid off from Deloitte final yr for what she described as nonperformance causes. “I pursued faculty as a result of… I feel [for] most individuals who need to be working professionals … faculty is the route,” she continued. “That is beginning to change now.”

Like all technological revolution, the AI growth is anticipated to create new sorts of work. However, in a merciless twist for school graduates, lots of these jobs might be blue-collar roles that for now do not require a four-year diploma, centered round the building and upkeep of information facilities.

Nonetheless, it is unclear how sustainable the blue-collar job growth might be as soon as corporations full an anticipated wave of chip factories, information facilities and different AI-fueled building in the coming years.

Main U.S. corporations from Ford to Nvidia have confused the rising want for workers to construct out these amenities.

“This is the largest infrastructure buildout in human historical past that is going to create a variety of jobs,” Nvidia CEO Jensen Huang mentioned throughout a panel at the World Financial Discussion board in January. “We are going to have plumbers and electricians and building and metal workers and community technicians and individuals who set up and match out the tools.”

He added that lots of these roles will deliver six-figure salaries as the U.S. addresses a “nice scarcity” of workers.

In March, AT&T introduced plans to make investments $250 billion over the subsequent 5 years to broaden its fiber community and meet the calls for of AI information facilities and a surge in community utilization, fueled each by AI and an increase in cell streaming and importing. 

About 15% of that funding might be used for hiring and coaching staff, however not essentially for white-collar jobs at its company workplace. As a substitute, it’ll primarily be used for blue-collar front-line workers, the majority of whom are expert technicians, the firm mentioned.  

“As a society and inside the United States, we have put an enormous premium in worth socially on a university diploma, perhaps for good motive, however in some instances … we perhaps have missed the mark,” mentioned Stankey. “That hasn’t been optimum once you see the price of schooling growing at increased than the charge of inflation and but we’re brief HVAC [heating, ventilation and air conditioning] restore folks, we’re brief electricians, we’re brief technicians that may go in and work on fiber.” 

At the starting of the twentieth century, about 1 in 10 17-year-olds in the U.S. had completed highschool whereas far fewer younger adults had pursued increased schooling, in accordance to the Nationwide Middle for Schooling Statistics. Extra time at school meant much less meals on the desk, and few Individuals had the privilege of pursuing extra snug work outdoors of factories and farms. 

That every one began to change after World Battle II, when the GI Invoice supplied veterans free entry to faculty and public universities started cropping up throughout the nation, fueling what labor historian Shannan Clark known as an “explosion” in increased schooling.

There was “a widespread perception, shared by Democrats and Republicans alike, that this was funding. It was good for folks to have entry to increased schooling and that this type of enhance in human capital and a extra skilled, extra succesful, extra educated workforce would even be a extra productive workforce, proper?” mentioned Clark, an affiliate professor of historical past at Montclair State College.

In the coming many years, thousands and thousands of Individuals would commerce sweltering factories for air-conditioned places of work, hammers and nails for keyboards and mice, and hourly wages for sustainable salaries. Girls and minorities entered the workforce in file numbers, wages grew and high quality of life elevated, fueling an increase in innovation, globalization and gross home product. By the finish of the twentieth century, society was in close to common settlement that an schooling and just a little little bit of grit had been a certain path to the American Dream.

Information reveals that four-year levels nonetheless lead to increased wages and decrease unemployment over a lifetime. Even so, the perception that faculty is the most secure means to the American Dream has modified lately. First, the return on funding of a four-year diploma got here into query amid surging increased schooling prices and pupil debt. That return is nonetheless round 12.5% as of 2024, making it effectively price the price for a lot of graduates, nevertheless it hasn’t budged past 13% for the previous three many years, in accordance to analysis from the Federal Reserve Financial institution of New York.

Now, AI may put the worth of a diploma underneath even better strain.

“What does AI do finest? AI is mainly an infinite provide of 21-year-old interns that are sensible however haven’t any context,” mentioned guide Aaron Cheris, the world head of Bain & Firm’s retail observe. “The job they used to do is now the one which AI is doing, proper? AI is doing the entry-level job.” 

That is made it more durable for brand spanking new graduates to discover work, some analysis and information counsel. 

The common unemployment charge for current faculty graduates ages 22 to 27 courting again to 1990 is 4.5%, however in 2025, that common jumped to round 5.4%, in accordance to information from the Federal Reserve Financial institution of New York. 

The influence seems significantly acute amongst entry-level staff in AI-exposed fields. 

Final yr, Stanford’s Digital Economy Lab revealed a analysis paper titled “Canaries in the Coal Mine?” that discovered early-career workers in roles most uncovered to AI, akin to software program builders, advertising and marketing professionals and gross sales managers, noticed 16% slower development in employment than the least uncovered younger workers between mid-2024 and September 2025. 

Utilizing payroll information from ADP, researchers discovered the pattern endured even after they managed for company-specific challenges, rising rates of interest, distant work and different variables. Those that held jobs the place AI was poised to increase their work versus automate noticed rising employment in the similar time interval.    

“It is notable that since we got here out with the first draft of the paper, the impact has grown from 13% to 16%, so no matter it is, it is not rebounding, or wasn’t some form of momentary blip,” mentioned Stanford College economist Erik Brynjolfsson, certainly one of the paper’s authors and a number one skilled on the economics of know-how and AI. “When you simply have a look at the prime line of the ADP information, the total impact, there wasn’t a lot happening. It is solely once you slender in … that you simply begin seeing the completely different sorts of results.” 

If the pattern continues for younger workers in AI-exposed roles, “we’re going to see it have an effect on the broader labor market extra,” mentioned Brynjolfsson. 

Lee Tucker, a senior economist with the Middle for Financial Research at the U.S. Census Bureau, revealed a paper in April that constructed on Stanford’s analysis and discovered that the influence on early profession workers was additionally displaying up in a distinct information set: the company’s quarterly workforce indicators. 

In his analysis, Tucker discovered that the hiring of workers between the ages of twenty-two and 24 dropped 9% instantly after ChatGPT in late 2022 launched for workers in AI-exposed industries akin to finance, insurance coverage and skilled companies, in contrast with all different industries. 

Between the third quarter of 2022 and the second quarter of 2025, there was a 12% to 15% decline in employment for workers in these industries, main to about 150,000 fewer early-career jobs, the analysis discovered. 

Whereas there is some proof this decline could have began round 2020 and will not be totally attributable to AI, Tucker discovered the decline in employment was nearly completely due to fewer hires, not layoffs. 

“I empathize with early profession workers, particularly new graduates that are attempting to get employed or simply beginning type of their first rung on the profession ladder,” Tucker informed CNBC in an interview. “It is true that it is powerful on the market, and the information actually do again that up.”

The creation of generative and agentic AI, and the know-how’s potential to take over some entry-level work, has raised questions on the way forward for the junior guide, the funding banking analyst and the first-year affiliate at a white-shoe legislation agency. 

Ought to senior management preserve recruiting giant lessons from prime faculties and dedicate the time and cash wanted to prepare them, understanding these workers will type the bedrock of their future expertise pipeline, or ought to they make investments elsewhere and let AI do these jobs? 

In a current interview with Derek Waldron, JPMorgan Chase’s chief analytics officer, CNBC requested if the financial institution has any plans to reduce its recruitment lessons. He mentioned he did not know the agency’s particular technique, however acknowledged “there could also be some rightsizing.” 

“It’s going to rely upon the pipelines, the alternatives. In some instances, greater [classes], in some instances, frankly, may very well be smaller as effectively,” mentioned Waldron.

Waldron instructed the nature of labor may shift for junior staff who do make it via the door — towards managing AI techniques as an alternative of doing the underlying work themselves.

“The world is shifting to a paradigm the place each worker turns into a supervisor, however a supervisor of AI techniques,” mentioned Waldron. “So whereas a brand new joiner in the previous was mainly primarily the employee doing the work, the expectation is that they might give you the chance to are available and start to act as a supervisor of type of AI instruments.” 

In some methods, that shift may very well be excellent news for entry-level staff, as a result of they’re AI natives and could also be extra tech savvy than their older colleagues.

“I need extra of them,” WHP World CEO Yehuda Shmidman mentioned of entry-level staff at his agency, which counts manufacturers akin to Toys “R” Us, Vera Wang and Categorical amongst its portfolio. “When you’ve been utilizing AI to provide help to with that remaining paper at college, we’re most likely going to need to understand how you are going to use AI to assist us with the subsequent contract negotiation. So I am all in favor of it.” 

However the shift additionally highlights how essential it is for college students to be graduating with expertise in AI that transcend utilizing it to write an electronic mail or exchange a Google search. 

“If a child comes out of faculty now and is like the skilled in Claude and OpenAI … and is ready to then say to even, like, an accounting crew, ‘Hey, look, I can are available and I can do the job of three folks versus you hiring them, as a result of I can use AI,’ OK, that individual will nonetheless get a job,” mentioned Omair Tariq, the founder and CEO of startup Cart.com, which offers logistics, success and different companies for retailers akin to Adidas, Guess and Eddie Bauer, and has about 1,400 staff.  

If they can not, Tariq mentioned, he isn’t fascinated about hiring them. 

“If you’re in faculty, all you realize is what’s in your curriculum. The curriculum is accessible in a e-book or on-line. It is all tangible, it is all ones and zeros. It is all the sh– that AI can learn in 30 seconds that you simply took 4 and a half years to learn,” mentioned Tariq. “So inform me once more what you are able to do that AI cannot do, as a result of you haven’t any real-world expertise.” 

Already, faculty campuses are feeling the strain to change their curriculums and even their method to increased schooling to regulate to an AI future. 

“For graduates to compete successfully, they are going to want to understand how to do at age 22 what they used to do at age 27,” mentioned Matt Sigelman, the president of the Burning Glass Institute, a suppose tank that research the future of labor. “They are going to want to give you the chance to begin their careers in the center and not the starting.”

How rapidly schools can regulate may decide how a lot AI will disrupt the careers of graduates in the future.

Tobias Sytsma, an economist at the suppose tank Rand who research AI and the future of labor, mentioned current graduates, these paying off faculty loans and college students preparing to enter faculty will possible face the most points throughout this transition interval. If the information continues to present an influence on early profession workers, they might turn into victims of financial “scarring,” main to unemployment, underemployment and decrease incomes all through their lifetimes. If there is a main disruption to the center class pipeline — the route younger adults take from faculty to higher-paying jobs — that would have an infinite influence on the economy. Consumption may shrink, housing demand may fall and current inequality points may develop.

“The dimension of that transition cohort is vital. If it takes 20 years and … mainly everybody that was fascinated by going to faculty or simply completed faculty is actually struggling, then that is an enormous chunk of the future workforce that is going via this scarring course of,” mentioned Sytsma. “If the transition is actually fast and we’re ready to form of quickly regulate the establishment of upper studying in order that we preserve worth, then perhaps the scarring cohort is just a little bit smaller and the combination results are just a little bit smaller. However at this level, I feel it is fairly exhausting to inform.”

In a small Ohio metropolis between Dayton and Columbus, the American Dream is alive and effectively for 24-year-old Kyson Cook dinner. The father of 1 owns a three-bedroom dwelling, has no debt past his mortgage and ends most workdays round 4:30 p.m., leaving loads of time to shoot pool, go fishing or spend time with household. He has a small plot of land with area for his daughter to play, together with sufficient cash to purchase her no matter toys she desires and frequently contribute to a mutual fund together with her identify on it, without having to in the reduction of on new garments, holidays or consuming out. 

In an interview, he informed CNBC that the “coolest job in the world” pays for all of it.

“I am proud to inform folks what I do. I climb phone poles. It is superior,” mentioned Cook dinner, a premises technician with AT&T who helps join the telecom large’s fiber infrastructure to buyer houses. 

“You are feeling like a superhero up there,” he added. “To different folks, it would sound like, ‘Oh, it is exhausting work. I do not need to do this. You might have to work in the components.’ However there’s so many good issues that come together with this job.” 

Cook dinner, whose father and grandfather each labored at AT&T, mentioned he began at the firm in April 2022, just a few months after he dropped out of school and realized he’d reasonably work together with his palms. In lower than a yr, he’d saved up sufficient to purchase his home. When his daughter was on the means about two years later, he mentioned, he went again to faculty and acquired a bachelor’s diploma — paid for by AT&T — as a result of he thought it may assist him get promoted in the future, even when the administration roles he’d be aiming for do not require it. 

Cook dinner is certainly one of the 1000’s of technicians serving to AT&T broaden its community so the telecom large can meet the wants of an AI future. AT&T’s world workforce has been reduce by greater than half over the final decade, however the firm is growing head depend in some areas and working to recruit expert tradespeople who aren’t required to have a university diploma to be part of the firm. 

AT&T mentioned it plans to rent round 3,000 technicians this yr and is ramping up recruitment in locations akin to Nashville, San Francisco and North Carolina the place it is discovering a dearth of expert workers. That is on prime of the 10,000 the firm has already employed over the final three years. To get staff up to velocity, AT&T mentioned it could spend anyplace between $50,000 and $80,000 in coaching per individual.

“We’re investing an enormous amount of cash. We’re placing fiber on the market. This wants to be constructed,” mentioned Stankey. “And so a part of what we’re doing is, we want commerce.” 

AT&T’s hunt for blue-collar workers comes amid a nationwide scarcity for sure expert tradespeople and a slight uptick in unemployment for college-educated adults. 

This yr, there is a scarcity of round 350,000 workers essential to meet the demand for building companies in the U.S., a deficit that is anticipated to develop to greater than 450,000 subsequent yr, in accordance to a January report from Related Builders and Contractors, a commerce affiliation for the building business. 

By 2030, about 2.1 million expert trades jobs may go unfilled, in accordance to the U.S. Division of Schooling.

Shortfalls are extra extreme in areas with main initiatives akin to semiconductor fabrication amenities, exacerbated by the proven fact that about one-fifth of electricians are over 55, mentioned ABC chief economist Anirban Basu. 

“Even when building spending fails to exceed expectations this yr and subsequent, contractors will proceed to battle to fill open positions, particularly in sure occupations and areas,” mentioned Basu. “Current business efforts to speed up expert employee improvement have helped, however the business is successfully swimming upstream.”

In the meantime, college-educated adults over the age of 25 are seeing a slight rise in unemployment. 

For practically a decade apart from the Covid pandemic, the unemployment charge for adults 25 and over who’ve a bachelor’s diploma has been at 3% or decrease, however in August, that quantity jumped to 3.2%, the first time the determine was over 3% in round 9 years other than throughout the pandemic, information from the U.S. Bureau of Labor Statistics reveals. 

Since then, the charge has largely hovered at 3% or increased earlier than falling to 2.8% in April. 

The unemployment charge for these 25 and up who’ve a bachelor’s diploma or increased reveals the same pattern.

Additional, white-collar roles akin to administration, skilled and workplace jobs have seen unemployment rise annually since 2023, whereas unemployment for blue-collar positions, like building and upkeep jobs, largely declined or stayed roughly the similar final yr in contrast with 2024, BLS information present.

Nonetheless, the advantages of a school diploma have hardly gone away. Faculty graduates total take pleasure in decrease lifetime unemployment and increased earnings than these with out levels, who are extra possible to be laid off throughout recessions or slowdowns. Between January 2000 and April 2026, the common unemployment charge for these with only a highschool diploma was 5.7%, increased than the 3.2% common for these with a bachelor’s diploma, BLS information reveals. 

It is powerful to draw conclusions from minute modifications in noisy information, and the figures are nonetheless emblematic of a comparatively wholesome job market and according to historic averages. 

However the divergence in unemployment amongst blue- and white-collar workers is a pattern economists are carefully watching. 

“I would be just a little bit cautious about drawing an excessive amount of from these small tendencies. Perhaps it may very well be indicative of future modifications,” mentioned Bharat Chandar, a postdoctoral researcher at the Stanford Digital Economy Lab and certainly one of the authors of the “Canaries in the Coal Mine?” report. “I feel we want to wait and see.” 

To woo extra technicians akin to Cook dinner and different expert laborers, AT&T mentioned it is had to be aggressive. For subject technicians, it pays sign-on and retention bonuses of between $5,000 and $10,000, and entry-level wages can vary between $18.18 and $31.45 per hour, relying on location and expertise. The roles may also include full advantages, together with medical insurance coverage, a 401(okay) plan, tuition reimbursement, paid parental go away, adoption reimbursement, and up to 50% off AT&T cell and web plans, amongst different perks, in accordance to on-line job descriptions.

Combating the scarcity of expert tradespeople requires not solely authorities involvement but in addition a societal shift round whether or not faculty is the proper transfer for each employee, Stankey mentioned.

“We most likely ought not to simply assume that sending everyone to a four-year diploma is the proper reply,” he mentioned. “We must be extra considerate about what that four-year diploma wants to appear like, or what that superior studying wants to appear like, and additionally ask, does all work require that?” 

It is comprehensible that many individuals selected places of work over extra hands-on work many years in the past and why some corporations battle to recruit sure blue-collar workers. A protracted-held status and social standing include a university schooling and a white-collar occupation. Blue-collar work tends to be extra bodily demanding and typically dangerous.

Workers akin to Cook dinner have to scale phone poles 25 ft or increased off the floor, and although AT&T says its technicians are skilled carefully on security, the sort of labor he does is nonetheless harmful. Telecommunications line installers and repairers have a better charge of deadly office accidents industrywide compared with workers total, in accordance to BLS information.

As well as, they want to give you the chance to elevate and transfer up to 60 kilos, be accessible on holidays, work in small areas and be ready to tolerate rain, snow and excessive warmth, in accordance to on-line job descriptions.

Throughout a current shift, Cook dinner mentioned, he had to work in the rain and was so chilled he could not get heat till he made it dwelling and showered. He mentioned that regardless of the bodily toll his position can take, he’d nonetheless select being a technician over an workplace job any day. If he’d stayed in faculty the first time round and pursued a white-collar profession path, he mentioned, he’d possible be in debt, would not personal a house and can be making much less cash than he is now. 

Plus, there’s one other perk that is proving to be fairly vital as of late: Cook dinner mentioned he isn’t even remotely involved about AI taking his job. 

“I do not suppose robots might be climbing poles anytime quickly,” he mentioned, laughing. “Computer systems cannot do what we do.” 

— Extra reporting by CNBC’s Steve Liesman, Hugh Son and Charlotte Morabito