When Tabby Toney entered the Oklahoma welding shop, she didn’t immediately notice the noise or the heat. It was the people’s quiet self-assurance. Helmets dangling from hooks, men and women in scuffed boots discussing jobs that will be available in six months. No one was updating LinkedIn. No one was waiting for a callback from a recruiter. Walking through a place like that gives you the impression that your work is tangible.
Toney worked as a software engineer until her employer fired her in May of last year. She is 38 years old and has made a career out of the kind of creative problem-solving that technology once said would last a lifetime. The industry she loved seemed to be collapsing under her feet when the AI tools and layoffs arrived. She didn’t work for a month. She was upset. Then, rather than polishing her resume, she enrolled in a fast-track welding program, which surprised her a little.
| Topic Snapshot | Details |
|---|---|
| Subject | Tabby Toney, former software engineer turned welder |
| Age | 38 |
| Location | Oklahoma, United States |
| Previous Career | Software Engineer (laid off May 2025) |
| Current Career | Certified Welder |
| Training Path | Fast-track welding certification program |
| Industry Trend | Blue-collar wage growth outpacing tech sector |
| Reported Tech Layoffs (2023–2024) | Meta cut 4,000 engineers; Amazon cut roughly 27,000 staff |
| Average German Plumber Earnings | Reportedly exceeding entry-level engineer pay |
| Hiring Drop in Some Skilled Trades (2026) | Down nearly 40 percent |
| Key Driver | AI disruption in white-collar work, persistent trade labor shortage |
| Source Interview | Business Insider, March 31, 2026 |
After a year, her income has decreased compared to her time spent writing code. Additionally, she seems more composed about it than the majority of tech people I’ve spoken to this year. It turns out that stability has a value that isn’t always evident on a pay stub, though it is becoming more and more evident in some areas of the labor market. There is a severe lack of skilled craftspeople in Germany, according to the Federal Employment Agency, and plumbers are now reportedly making more money than junior engineers in some areas. Ten years ago, that sentence would have sounded satirical.
There is more to the story than just one Oklahoma welder. As the Financial Times recently reported, manufacturers are relying on more specialized, slimmer workforces, and this trend is unlikely to change. In the meantime, the golden age of the tech sector has cooled and become more transactional. Andy Jassy wants Amazon to function “like the world’s largest startup,” which is investor jargon for having fewer employees, producing more, and having less patience. Engineers are observing. Toney is among those who are stealthily leaving.
There’s a chance that the shine is fading in another way as well. Software engineering should no longer be regarded as white-collar at all, according to a widely shared article on Medium last year. It claimed that the pressure to produce results right away, disposability, and deliverables-first culture all resemble trade work without providing job security. The assertion is controversial. Seeing your team cut twice in eighteen months is also difficult to ignore.

But there’s a wrinkle. According to some recent data, blue-collar employment itself fell by about 40%, which raises the unsettling possibility that AI’s impact is greater than the initial optimism indicated. Predictive maintenance, robotics, and automated welding cells don’t completely spare the trades. Anyone who views welding school as a surefire way out is probably reading the situation too narrowly. The boom may be real, but it isn’t limitless.
Even so, it’s difficult to ignore the fact that a sort of cultural correction is taking place. The hierarchy that elevated programmers over carpenters was always a part of the narrative we told ourselves about the importance of our jobs. At the end of a shift, Toney removes her helmet, feeling honestly exhausted. That day, she constructed something. Nobody truly knows yet if that level of satisfaction endures over a thirty-year career. For now, however, the phones in the welding shops continue to ring and the sparks continue to fly.