AI job split widens: new grads face 5.7% unemployment as data center trades boom

The AI jobs story has stopped being one story. For recent graduates it reads as a slowdown. For electricians, pipefitters and HVAC technicians it reads as a hiring boom. Both show up in the same labour market data.

Start with the numbers that worry universities. The Federal Reserve Bank of New York found that college graduates aged 22 to 27 had an unemployment rate of 5.7% as of June 2026, according to CNBC. That is well above the national average, and a full percentage point higher than it was for that cohort two years earlier. The unemployment rate for all young workers in June was 7.2%. Underemployment, meaning college graduates working jobs that do not require a bachelor's degree, has reached 42% for graduates of recent years, against 33.7% for all college graduates.

The screening layer is automated now. LinkedIn research cited by CNBC found that 66% of recruiters said at the start of 2026 they planned to increase their use of AI for pre-screening interviews. Among job seekers, 81% said they had used or planned to use AI in their search.

Mixed evidence on entry-level damage

Be careful here, because the research does not support a clean story of AI wiping out entry-level work. The New York Fed looked at job postings and concluded that AI may be contributing to recent labour market developments, but is not the main driver of the hiring slowdown. Its employer surveys found that firms mostly intend to fold AI in through retraining, with limited effects on hiring.

Students, meanwhile, are not uniformly convinced they need the skill. In NACE's 2026 Student Survey, close to one-third of graduating seniors said AI skills would be of little or no importance to their future career. Over half said they were not building AI skills and were not using AI in their job search. NACE president and CEO Shawn VanDerziel called it a striking disconnect: employers ask graduates to be ready for AI while a significant portion of students question whether AI belongs in their work at all.

Handshake, the early-career platform, reports the opposite movement among those who do engage. Graduating seniors in 2026 mentioned AI skills on their resumes at twice the rate of the class of 2022, and 74% of those mentions were tied to real projects rather than coursework.

The other end of the ladder

The trades are where the AI buildout shows up as demand rather than displacement. Data centers need cooling, substations, piping and grid upgrades, and none of that can be done remotely.

ZipRecruiter labour economist Nicole Bachaud told CNBC that the mean minimum salary for data center jobs rose 125.1% year over year to nearly $208,000. She attributed part of that to highly specialised engineering roles pulling the average up. The clearest volume signal is in welders and pipefitters, where postings are up 164% year over year. Maria Flynn, president and CEO of Jobs for the Future, put apprentice-level technician pay at $40,000 to $60,000, with experienced electricians above $100,000.

Cushman & Wakefield research cited by CNBC estimates that every 100MW of new data center development creates nearly 1,300 local jobs, about $110 million in annual wages and $187 million in gross regional product. Justin Sinkovich of Columbia College Chicago pointed to Louisiana, where he said Amazon committed $12 billion to a data center with 540 on-site jobs, including 1,700 electricians, technicians and security personnel. Meta's Hyperion project is $27 billion.

"These projects create demand for on-site workers and therefore cannot be offshored or conducted remotely, unlike manufacturing and software," Sinkovich said.

Backlash risk

The political weather is turning against the buildout that generates those jobs. Gallup found that 70% of Americans oppose a data center being built in their local area, and a New York Times/Siena poll this month found roughly two-thirds opposed regardless of party. A Texas Politics Project poll put opposition to a local data center at 57% of voters. Data Center Watch counts at least 75 projects worth roughly $130 billion blocked or delayed this year. Texas Governor Greg Abbott has issued a moratorium on grid approvals for data centers.

None of this is happening in isolation. The Bureau of Labor Statistics said on 7 August that US employers shed 23,000 jobs in July, with downward revisions to May and June. Health care added 22,000 roles, the only sector with notable gains. ZipRecruiter's Bachaud said more workers are exiting the labour force entirely.

There is a version of the AI labour story that runs through Turkey's games industry instead. Windows Central, citing reporting by Rest of World, described more than 800 mobile gaming studios at the country's peak and a pipeline that took graduates through junior roles. One developer interviewed by Rest of World went from a large studio to founding his own, and found that with Claude Code he needed two employees for similar output. Entry-level roles are disappearing at smaller studios, and larger ones are reluctant to hire inexperienced developers.

That is the shape of the problem. AI is not simply removing jobs or creating them. It is moving where the work sits, pulling demand toward physical infrastructure and specialised engineering while thinning the first rung that graduates used to step onto.