If you work in the technology industry, AI may not replace your job, although what employers want from you is changing.
A recent analysis by labor market data platform Draup found that while AI is changing technical roles, the demand for tech workers is not decreasing.
The report is based on an analysis of 2.85 million job descriptions from June 2025 to June 2026. The report comes after years of layoffs across the tech industry, with some companies touting AI as a way to operate with fewer employees.
Drapp said AI is expanding the job market, not shrinking it. The company found that there were more than 40,000 active job descriptions each for software engineering, data engineering, and “development” and “operations” roles known as DevOps.
“AI is not reducing the need for technical talent, but it is changing the value of technical talent,” Draup CEO Vijay Swaminathan said in a post on the company’s website.
change every role
AI and automation are changing all technological roles, albeit in different ways, the report says.
Skills centered around “judgment, design, and accountability” have proven to be more durable in the AI era. The report added that employee role expertise and communication skills are likely to remain important skills.
Specifically, the company found that while system design, debugging, data governance, and model evaluation remain important, routine tasks such as “boilerplate coding” and manual testing are at risk of automation.
As part of the review, Drup analyzed the job descriptions of more than 1 million software development engineers. The results show that while judgment during debugging and code reviews will likely continue to be essential, writing routine code and calling constructs may become less important.
Shift for young employees
According to Draup research, employers are increasingly looking for workers who are proficient in AI tools, and there are a number of job description name verification tools such as GitHub Copilot, Cursor, and Claude. They were included in more than 60,000 listings for nine jobs the company looked at.
While the report found an overall increase in demand for technology workers, the picture for entry-level workers in the sector is more complex.
“Expectations for early adopters are rising fastest, as the routine tasks once painstakingly performed by junior employees are the most automated,” the report said.
Drup said this could mean employers need to “rethink traditional approaches to hiring, development and career advancement.”
That could mean helping junior employees develop design, review and judgment skills over months, rather than years, into their roles, Drapp said.
As a result, employers will “stop organizing their technical talent around tasks that humans currently perform and start organizing them around capabilities that will remain valuable when AI can perform those tasks,” the report said.
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