Two years ago, Josephine Timperman arrived at Miami University in Ohio with a clear plan: declare a major in business analytics. She believed niche skills in statistical analysis and coding would make her resume stand out and secure a strong post-graduation job. But the rapid rise of artificial intelligence has upended those expectations.
“Everyone has a fear that entry-level jobs will be taken by AI,” said the 20-year-old student.
A few weeks ago, Timperman made a strategic shift. She switched her major to marketing, aiming to develop critical thinking and interpersonal skills—areas where humans still hold a distinct advantage over machines.
“You don’t just want to be able to code. You want to be able to have a conversation, form relationships and be able to think critically, because at the end of the day, that’s the thing that AI can’t replace,” she explained.
Timperman plans to keep analytics as a minor and pursue a one-year master’s program to deepen her expertise.
AI’s Impact on Career Choices: A Moving Target
Today’s college students face an unprecedented challenge: selecting a major that remains “AI-proof” in a job market that could look entirely different by the time they graduate. The uncertainty has led many to rethink their career paths entirely.
Recent data underscores the growing anxiety. A 2025 poll by the Institute of Politics at the Harvard Kennedy School found that 70% of college students view AI as a threat to their job prospects. Meanwhile, Gallup polling reveals that U.S. workers are increasingly concerned about being replaced by emerging technologies.
Students Prioritize ‘Human’ Skills in an AI-Driven World
The shift is most pronounced among students in technology and vocational fields, who feel torn between the need to master AI tools and the fear of being overshadowed by them. A Quinnipiac poll found that the vast majority of Americans believe it is “very” or “somewhat” important for colleges and universities to teach students how to use AI effectively. Gallup Workforce polling further shows that AI adoption is accelerating most rapidly in technology-related industries.
In contrast, students in healthcare and natural sciences may face less disruption from AI advancements, according to Gallup’s findings.
“We see students all the time change majors. That’s not new or different. But it’s usually for a ton of different reasons. The fact that so many students say it’s because of AI — that is startling.”
— Courtney Brown, Vice President at Lumina, an education nonprofit focused on increasing postsecondary education attainment.
Gen Z’s Growing Skepticism Toward AI
A recent Gallup poll of Generation Z youth and adults (ages 14 to 29) revealed deepening skepticism about AI. While half of Gen Z adults use AI at least weekly—and teenagers report even higher usage—many in this generation also recognize significant drawbacks. Concerns range from AI’s impact on cognitive abilities to its potential to disrupt job markets.
Nearly half—48% of Gen Z workers—believe the risks of AI outweigh its benefits, reflecting a cautious and pragmatic outlook among young adults entering the workforce.