The Best and Worst Fields for Job Automation Risk: How Majors Like Design, Computer Science, and Psychology Compare

Investopedia

Computer science majors, particularly computer programmers, face the highest risk of job automation, while fields like psychology and design show lower exposure. Substance abuse and behavioral disorder counselors are among the least exposed to AI, with strong projected job growth and relatively high salaries. The study highlights the importance of considering automation risks when choosing a college major.

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All articles from 2 September 2026. Summaries are AI-generated and may contain errors; the linked article is the authority.