Tech used to feel bulletproof. Good pay, remote options, constant demand. That reputation took a hard hit after the 2023-2024 layoff wave. AI tools absorbing work that once kept whole teams busy only deepened the doubt.

The picture today is messier than the headlines make it. Entry-level roles took the biggest hit, at least compared to anything above them. Companies are hiring fewer junior developers and analysts because AI-assisted tools now handle a real chunk of that foundational work. If you're just starting out or planning a career switch, that's a wall worth knowing about before you commit.

But mid and senior roles in cloud infrastructure, cybersecurity, machine learning engineering, and DevOps are still seeing strong demand. Professionals who learn to work with AI rather than race against it keep finding room. Specialization matters more now, and it always mattered more than most people admitted.

I've also noticed that non-coding tech roles hold up better than most people expect. Product management, technical writing, UX research. Companies still need people who can translate between business goals and engineering teams. That bridge doesn't build itself.

Yeah, it's frustrating to hear the "safe" path has more cracks in it now. But the honest read is this: tech isn't dead, it's just less forgiving. A sharp focus and a real habit of learning carry more weight than a broad resume or a bootcamp certificate ever will.

I think that shift, uncomfortable as it feels, might actually be good for the field long-term.