Will AI Replace Software Engineers? 2026 Data from 162 Developers

Short answer: AI is not replacing software engineers wholesale, but it is changing who gets hired and who gets kept. In quiz data from 162 developers, collected between October 20 and November 10, 2026, 70% said almost nobody outside their own team knows what they’re good at. Those developers are the easiest to replace, with or without AI.

I’m John Sonmez, author of Soft Skills: The Software Developer’s Life Manual and founder of Rockstar Developer University. We built a free two-minute quiz, How AI-Proof Is Your Developer Career?, and here’s what the first 162 developers told us.

The numbers

The average score was 46 out of 100.

We also asked what worries them most about AI and their career. The answers split almost evenly four ways:

• Getting hired when AI does half the job: 41 (25%)
• Being cut in the next round of layoffs: 41 (25%)
• Depending on one paycheck: 41 (25%)
• Feeling stuck: 39 (24%)

Will AI replace software engineers?

Not the way most people picture it. AI writes a lot of code now, and it’s getting better fast. But companies don’t hire code. They hire people they trust to solve problems. When a company has to decide who to keep, or who to hire for the one role they still have open, the developer they already know about has a huge edge.

That’s the problem the data shows. Most good developers are invisible outside their own team. AI can write code. It can’t build your reputation.

Is software engineering dead?

No. But the “keep your head down, write good code, and the work will speak for itself” career is in trouble. If your work only speaks to the five people on your team, it isn’t speaking very loudly. Only 6% of the developers in our data said people they’ve never met follow their work.

How to make your developer career AI-proof

1. Pick one thing to be known for. A stack, a type of problem, an industry. “Full-stack developer” is not a thing people remember.
2. Make your work visible. Write up the bug you spent two days tracking down. Record a ten-minute video walking through how you fixed it. Post it on LinkedIn. One a week is plenty.
3. Check what a hiring manager finds when they search your name. If the answer is “nothing,” that’s your first project.

If you want to know where you stand, take the free quiz. It takes about two minutes, and you’ll get your score right away plus a free two-page AI-Proof Career Report with a 30-day plan.

Methodology

These results come from 162 developers who completed the Rockstar Developer University AI-proof career quiz online between October 20 and November 10, 2026. People chose to take the quiz, mostly after seeing online ads, so this is not a random sample of all developers. Test submissions are excluded. The 0–100 score is our own rubric, based on visibility, proof of work and job situation. We’ll update these numbers as more developers take the quiz.