Artificial intelligence has been generating headlines for years, most of them designed to make you anxious. So when one of the world's leading AI research companies publishes an actual data-driven report on which jobs are most affected by AI right now, it is worth paying attention, and perhaps more importantly, worth reading carefully before drawing conclusions.
The report in question comes from Anthropic, the company behind Claude AI. Rather than speculating about what AI might theoretically do in the future, their researchers looked at what people are actually using AI for in real professional settings, right now. The result is one of the most grounded and honest assessments of AI's impact on the job market published to date.
What the Report Actually Found
The jobs showing the highest levels of AI exposure in real-world usage include computer programmers, customer service representatives, data entry specialists, and certain administrative roles. These are occupations where a significant proportion of daily tasks can already be assisted or performed by AI tools.
At the other end of the spectrum, the jobs showing the lowest exposure are those requiring physical presence, hands-on skill, or deeply human judgement. Roles such as electricians, registered nurses, lawyers, and accountants are among the occupations projected to grow most significantly over the coming decade, while jobs like cooks, mechanics, lifeguards, and bartenders rank among those with the lowest AI exposure.
Here is the part that tends to get lost in the headlines. The report found that actual AI use remains a fraction of theoretical capability, and the gap between what AI could theoretically do and what it is actually doing in professional environments remains significant. The sky is not falling. But the landscape is shifting, and it is shifting in ways that are worth understanding early.
The Insight That Matters Most for Teenagers
The most useful thing about this report, for a parent of a Grade 9 to 12 student, is not the list of exposed jobs. It is the underlying pattern behind which jobs are resilient and which are not.
The roles that are holding up well against AI disruption share a common thread. They require judgment, adaptability, physical presence, ethical responsibility, or a genuine human connection. They are not primarily about processing information or following defined procedures. They are about applying knowledge thoughtfully in unpredictable situations.
This points to something important about how to think about degree and subject choices. A qualification that teaches a student a set of procedures or software tools is more vulnerable to disruption than one that teaches them how to reason, analyse, communicate, and solve problems across changing contexts. The former can be automated. The latter is what makes a person genuinely valuable in a world where AI handles the routine.
In practical terms, this means that the undergraduate degree still matters enormously, but the kind of degree matters more than it did a generation ago. A broad, rigorous discipline that builds thinking skills and pairs well with postgraduate specialisation is likely to age far better than a narrow technical programme built around today's tools.
What This Looks Like in a South African Context
South Africa has its own employment dynamics that shape how AI disruption plays out locally. The country has a significant and persistent shortage of skilled tradespeople, engineers, healthcare professionals, and specialists in fields like environmental management and urban planning. Electricians, registered nurses, lawyers, and accountants are among the occupations expected to grow most significantly over the coming decade according to Bureau of Labour Statistics data referenced in the Anthropic report and the South African picture mirrors this pattern closely.
For South African students, the good news is that many of the career paths that hold up well against AI disruption are also the ones where local demand is strong and graduate employment prospects are relatively healthy. Engineering, healthcare, law, and the built environment are not going anywhere. Neither are roles that require cultural knowledge, community trust, or on-the-ground presence.
The Takeaway for Subject and Degree Choices
None of this is a reason to panic, and it is certainly not a reason to steer your child away from technology entirely. Understanding AI and being able to work alongside it intelligently is going to be an asset in almost every field. The students who will thrive are not those who avoid AI, but those who understand it well enough to use it as a tool rather than being replaced by it.
What the report does suggest is that this is a particularly good moment to think carefully about the foundations of your child's education. Strong numeracy, clear communication, critical reasoning, and the ability to keep learning across a career are more valuable than they have ever been. These are not soft skills. They are the skills that compound over time and hold their value precisely because they are genuinely difficult to automate.
Choosing a degree because it sounds safe, or because it was lucrative twenty years ago, is a shakier strategy than it once was. Choosing a degree that builds real intellectual capability in an area of genuine aptitude and interest is as sound a bet as it has ever been.
Curious About Which Directions Make Sense for Your Child Specifically?
Every student has a different combination of aptitudes, interests, and strengths, and the question of which career paths are both personally well-suited and future-resilient is one worth exploring properly.
A Morrisby psychometric assessment, combined with a career guidance consultation, gives families a clear and personalised picture of where a student's natural strengths lie and which directions are worth building towards.
Book a Career Avenues consultation and take the guesswork out of one of the most important decisions your family will make.
Curious about what the Morrisby assessment looks like before you commit? Download a sample Morrisby profile here.
Career Avenues is a Cape Town-based career guidance practice helping Grade 9 to 12 students and their families find direction with confidence. We use the Morrisby Career Assessment to match students to career paths that fit who they actually are, not just what sounds good in 2026.
Further reading:
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Anthropic Labour Market Impacts Report: anthropic.com/research/labor-market-impacts
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Anthropic Economic Index: anthropic.com/research/economic-index-primitives