AI job split: entry-level squeeze in games and graduate hiring, boom in data centre trades

US employers shed 23,000 jobs in July, the Bureau of Labor Statistics said on 7 August. That was the first monthly decline since February and far below analyst expectations. May and June were revised down to gains of 63,000 and 20,000. The unemployment rate fell to 4.1%, and labour force participation dropped to 61.4%, the lowest since February 2021.

One number in that report matters more than the headline. Average hourly earnings rose 2 cents to $37.62, up 3.2% over 12 months. Consumer prices were up 3.5% year on year in June.

ZipRecruiter labour economist Nicole Bachaud told USA TODAY that with job opportunities scarce, more workers are exiting the labour market entirely. LinkedIn's head of economics for the Americas, Kory Kantenga, was blunter: hiring outside health care has very little momentum, and this is not a labour market that is reaccelerating.

Separate reporting from Windows Central, published on 12 August and drawing on a Rest of World investigation, describes a narrower problem inside game development. Turkey built more than 800 studios at its peak and ran an entry-level pipeline: graduate, apply, get hired, climb. One developer who spoke to Rest of World moved from a large studio shipping roughly a game a week to founding his own shop. With Claude Code, he found he needed two employees for similar output. Larger studios in Turkey are now reluctant to hire inexperienced developers, according to that reporting, and a university director there is telling students not to rely on the traditional junior route at all.

The bottom of the ladder is moving

The same article notes that Xbox announced its largest ever downsizing in July, cutting 3,200 jobs across 2026 and 2027, and that Double Fine Productions cut 23 people after going independent. The tools that let one person do a team's work are the same tools Microsoft is pushing across Windows and Xbox. Microsoft has said AI is not being used to replace the most recently laid off Xbox staff. The article's own conclusion is that AI lowers the barrier to making a game but does nothing to guarantee anyone plays it.

CNBC reported on 25 September that college graduates aged 22 to 27 had an unemployment rate of 5.7% as of June 2026, according to the Federal Reserve Bank of New York, a full percentage point higher than two years earlier for that group. The rate for all young workers was 7.2%. Underemployment, meaning graduates working jobs that do not require a bachelor's degree, reached 42% for recent graduates against 33.7% for all college graduates.

Hiring itself is being automated. LinkedIn research cited by CNBC found 66% of recruiters planned at the start of 2026 to increase their use of AI for pre-screening interviews, while 81% of job seekers said they had used or planned to use AI in their search. Michela DiLorenzo, a Seton Hall student editor who has covered careers sentiment on campus, told CNBC that AI is changing student motivation, the hiring process and how people format resumes.

The evidence on whether AI is actually destroying entry-level work is not settled. The New York Fed found an overall hiring slowdown but not one concentrated in entry-level jobs with higher AI exposure, and wrote that while AI may be contributing to recent labour market developments, it is not the main driver of the slowdown in hiring. Its employer surveys found firms mostly intend to absorb AI through retraining, with limited effects on hiring.

"Employers are increasingly asking graduates to be ready for AI, while a significant portion of students are asking whether AI deserves a place in their work at all," said Shawn VanDerziel, NACE president and CEO, in the research release cited by CNBC.

NACE's own numbers show the gap. AI skills appeared in 16.5% of job descriptions in the spring, up from 10.5% the previous autumn, and 28% of employers say they want early career talent who can use AI. In NACE's 2026 Student Survey, close to a third of graduating seniors said AI skills would be of little or no importance to their future careers, and over half said they were not building those skills or using AI in their job search. Handshake, which has worked with OpenAI on student tech tools, says 2026 graduating seniors mentioned AI skills on resumes at twice the rate of the class of 2022, and that 74% of those mentions were tied to real projects rather than coursework.

Where the hiring is happening

Blue-collar trades tied to AI infrastructure are the clearest counter-example to the displacement narrative. CNBC reported on 26 September that welders, plumbers, HVAC technicians and electricians are in high demand for data centre buildouts, though many construction roles are temporary.

Maria Flynn of Jobs for the Future told CNBC an apprentice-level technician can take home $40,000 to $60,000, with experienced electricians above $100,000. Bachaud of ZipRecruiter said the mean minimum salary for data centre jobs rose 125.1% year on year to nearly $208,000, which she attributed to specialised engineering roles pulling the average up. Postings for welders and pipefitters are up 164% year on year.

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

Public opinion is moving the other way. Gallup found 70% of Americans oppose a data centre in their local area, a New York Times/Siena poll this month found roughly two-thirds opposed across parties, and a Texas Politics Project poll put opposition at 57% of voters in their own community. Data Center Watch counts at least 75 projects worth about $130 billion blocked or delayed this year, and Texas Governor Greg Abbott has issued a data centre grid approval moratorium.

The longer view is less settled still. Andrew Marritt argued on his Substack on 5 August that the labour market matches through relationships rather than prices, citing Mark Granovetter's 1973 paper on weak ties and the 2010 Nobel award to Peter Diamond, Dale Mortensen and Christopher Pissarides for search and matching work. If that is right, then a market where fewer juniors get hired is also a market where fewer people build the weak ties that carry information about the next job.