AI may change some tasks traditionally assigned to beginners, but the effects depend on the role and employer. That makes it worthwhile to learn both the underlying work and how assistance is being introduced, rather than assuming a tool removes the need to understand the basics.
Look for opportunities to practice reviewing, explaining, and improving an output. If you use AI to draft a spreadsheet formula, learn what the formula does and test it. Showing that you can check work and learn from feedback gives a stronger foundation than simply producing something quickly.
Further reading
- Generative AI and Jobs: A Refined Global Index of Occupational Exposure
International Labour Organization · 2025
Context and limits
How AI may affect tasks within jobs, and why exposure to AI is not the same as a job disappearing.
A global study of occupational exposure. It does not predict your personal job prospects, list vacancies or measure US layoffs.
Sources explain the background. Examples and suggested next steps are TideProof's own guidance.