Want a degree that can stand the test of AI? Start here.
AI is changing the job market fast. And for college students planning their careers, one question is becoming impossible to ignore: Which degrees will still lead to jobs when AI can do more of the work?
Some of the most tech-focused majors—including computer science, statistics, applied mathematics, and journalism—are surprisingly exposed to AI. Meanwhile, careers built around hands-on work, human care, real-world problem-solving, and face-to-face interaction may be harder to automate.
A September working paper by US Census Bureau researchers examined how much GPT-4 could reduce the time needed to complete tasks in jobs commonly held by recent graduates. The findings suggest that graduates in the most AI-exposed fields faced weaker early employment outcomes and lower starting earnings after ChatGPT's arrival.
So, which college majors appear more resilient?
Business Insider used the study's three lowest AI-exposure deciles to identify 25 relatively less-exposed career paths, combining closely related fields into broader categories.
Important: Low AI exposure doesn't mean a career is automation-proof, and this ranking measures task exposure—not guaranteed job security, salary, or future demand. Still, it offers a useful starting point for students making one of their biggest career decisions.
The 25 College Majors That May Be Safest From AI
25. General and Interdisciplinary Science
Best for: Students who want scientific flexibility.
Combining biology, chemistry, physics, mathematics, and environmental science, this broad degree can lead to laboratory work, research support, science education, and further study in healthcare. Its strength lies in applying scientific knowledge to real-world questions.
24. Nutrition and Dietetics
Best for: People who want to turn health science into practical advice.
Nutrition professionals work with people—not just data. They tailor recommendations to individual health needs, budgets, cultures, and lifestyles. Career paths include dietetics, community health, and nutrition education.
23. Criminology
Best for: Students interested in crime, behavior, and public safety.
Understanding crime requires more than processing information. Criminology graduates may pursue law enforcement, corrections, victim services, and crime analysis, where interpreting evidence and making consequential judgments matter.
22. Visual and Performing Arts
Best for: Creative thinkers and performers.
AI can generate images, music, and other content. But live performance, artistic direction, collaboration, and a distinctive human point of view remain valuable. Careers can span acting, music, visual arts, performance, and creative production.
21. Liberal Arts
Best for: Students who want adaptable communication and critical-thinking skills.
Philosophy, literature, history, and related disciplines develop skills in interpretation, reasoning, writing, and argument. Graduates can pursue opportunities in communications, education, public service, nonprofits, research, and business.
The key is pairing a broad education with practical experience and marketable skills.
20. Physiology
Best for: Students interested in how the human body works.
Physiology explores the systems that keep people alive and functioning. Graduates may move into clinical research, laboratory work, health education, or additional training for healthcare careers.
19. Family and Consumer Sciences
Best for: People who want to help individuals and families navigate everyday challenges.
This field combines human development, family relationships, consumer education, and practical decision-making. Career opportunities may include family services, community programs, and human development support.
18. Social Work and Human Services
Best for: People who want meaningful, people-centered work.
Social workers help individuals and families navigate crises, access services, and build support networks. Every situation can be different, demanding empathy, sound judgment, and the ability to respond to complex human needs.
17. Health Sciences and Pre-Health Programs
Best for: Students considering a future in healthcare.
Health sciences can provide a foundation for further study in medicine, dentistry, physician-assistant programs, public health, and other health professions. Some graduates also enter clinical research or healthcare support roles.
The degree is often a starting point rather than a direct qualification for a licensed profession.
16. Speech Therapy and Communication Disorders
Best for: Students interested in helping people communicate.
Speech-language professionals assess and treat challenges involving speech, language, and communication. Their work requires individualized evaluation, patient interaction, and adjustments to each person's progress and needs.
15. Forestry, Ecology, and Natural Resource Management
Best for: People who prefer working with the natural world.
Forests, wildlife, and ecosystems don't operate from a spreadsheet alone. These fields can lead to careers in conservation, forestry, environmental planning, land management, and ecological monitoring.
Fieldwork and decisions based on actual environmental conditions help make this a relatively less-exposed career path.
14. Criminal Justice and Fire Protection
Best for: Students drawn to public safety and emergency response.
Police officers, firefighters, and other public safety professionals must respond to unpredictable situations in the physical world. AI can support planning and analysis, but emergency response also demands situational awareness, physical action, and rapid human judgment.
13. Transportation and Logistics
Best for: People who enjoy coordination and solving operational problems.
Moving goods from one place to another involves much more than finding the shortest route. Logistics professionals manage schedules, shipments, fleets, warehouses, and unexpected disruptions.
AI may automate parts of the planning process, but coordinating real-world operations remains a complex challenge.
12. Secondary and Subject-Area Teaching
Best for: Students who want to teach a specific subject.
High school teachers do more than deliver information. They manage classrooms, motivate students, assess understanding, and adapt lessons to different learning needs. Subject specializations include mathematics, science, English, social studies, and the arts.
11. General Teacher Education and Education Studies
Best for: Future educators and learning specialists.
Education programs prepare students for teaching, curriculum development, and instructional support. AI can help create lesson materials, but educators still need to guide learning, manage classrooms, and respond to students as individuals.
10. Physical Education, Kinesiology, and Recreation Management
Best for: Students who want active, people-focused careers.
These programs can lead to work in coaching, physical education, fitness, recreation, and youth programming. Teaching movement, motivating participants, and managing group activities require practical skills and direct interaction.
9. Plant Sciences and Agronomy
Best for: Students interested in agriculture, crops, and food production.
Agronomists help farmers improve soil health, manage pests, and optimize crop yields. AI can assist with forecasts and agricultural data, but decisions still need to account for changing weather, field conditions, and the realities of farming.
8. Animal Sciences and Zoology
Best for: People who want to work with animals and wildlife.
Animal science and zoology can lead to careers in animal care, agriculture, wildlife research, conservation, and zoological settings. Observing animal behavior, assessing health, and working in unpredictable environments all require practical expertise.
7. Nursing
Best for: Students who want a hands-on healthcare career.
Nurses combine clinical judgment, patient monitoring, medication administration, communication, and direct care. AI can support documentation and clinical decision-making, but the profession still depends heavily on skilled human caregivers.
Nursing is not immune to technological change. Its resilience comes from the breadth of responsibilities that go beyond processing information.
6. Physical and Occupational Therapy
Best for: Students interested in rehabilitation and recovery.
Physical and occupational therapists help people regain movement, independence, and everyday functioning. Assessing patients, adapting treatment plans, and guiding physical rehabilitation involve hands-on expertise and ongoing human interaction.
These careers generally require additional professional education and, depending on the role, licensure.
5. Special Education
Best for: Patient, adaptable students who want to support diverse learners.
Special education teachers help students with disabilities develop academic, social, and life skills. They adapt instruction, coordinate with families and specialists, and respond to individual needs that can change from day to day.
AI can assist with lesson planning, but individualized support and relationship-building remain central to the job.
4. Medical Laboratory Technology
Best for: Detail-oriented students interested in diagnostic science.
Medical laboratory professionals analyze blood, tissue, and other samples to help clinicians diagnose and treat disease. They also monitor equipment, verify results, maintain quality standards, and troubleshoot problems.
Automation is already part of modern laboratories. The opportunity lies in the technical expertise needed to ensure that testing remains accurate and reliable.
3. Early Childhood and Elementary Education
Best for: Students who want to shape children's early development.
Young children need more than digital lessons. They need supervision, encouragement, social guidance, and help building foundational skills.
Early childhood and elementary educators work directly with students and families, manage classrooms, and adapt instruction to different developmental stages. These responsibilities make the field relatively less exposed to AI-driven task automation.
2. Educational Administration and Leadership
Best for: Future school leaders and education managers.
Principals, district administrators, and instructional leaders oversee staff, respond to families, set priorities, and make decisions affecting entire school communities.
AI can assist with reporting, scheduling, and planning. Leading people, resolving conflicts, and managing institutions still require substantial human judgment. Many leadership positions also require classroom experience, advanced qualifications, or both.
1. Medical Assisting Services
Best for: Students looking for a practical, patient-facing healthcare pathway.
Taking vital signs, preparing patients for examinations, updating medical histories, and supporting clinical teams are central parts of medical assisting.
AI may streamline scheduling, documentation, and other administrative tasks. But clinics still need trained professionals to interact with patients, carry out hands-on responsibilities, and keep daily operations running smoothly.
According to the working paper's exposure-based analysis, medical assisting services ranked as the least AI-exposed field in this list.
What These Rankings Really Mean for Your Career
The biggest takeaway isn't that you should avoid technology or choose a major simply because AI appears less capable of performing its tasks.
It's that the nature of the work matters as much as the degree itself.
Careers involving hands-on care, physical environments, unpredictable situations, interpersonal trust, and complex human judgment may be harder to automate completely. By contrast, jobs built around repetitive digital tasks may face greater pressure as AI tools improve.
But low exposure is only one piece of the career puzzle. A major can be relatively resistant to AI and still offer limited job openings, modest pay, or expensive training requirements. Meanwhile, an AI-exposed profession can continue to offer excellent opportunities for people who know how to use AI effectively.
Before Choosing Your Major, Ask Yourself:
Will this career require real-world action? Physical care, fieldwork, and emergency response can be harder to automate end to end.
Will I work directly with people? Trust, communication, teaching, and individualized care remain important.
Can I use AI as an advantage? Learning to work effectively with AI tools may make you more valuable, even in an exposed field.
What qualifications will I need? Check licensing requirements, postgraduate study, and the actual cost of entering the profession.
Are employers hiring? Compare salary data, local job openings, and projected demand before committing to a degree.
There is no completely AI-proof college major. Technology will reshape nearly every industry, including healthcare, education, science, and the skilled professions.
However, students who combine strong technical knowledge with practical experience, human communication, and adaptable problem-solving may be better positioned for the changes ahead.
Don't choose a major just to escape AI. Choose one that builds skills employers will continue to need—and learn how to use AI to strengthen those skills.