AI isn’t eliminating the professions Indian students aspire to. It’s doing something quieter — and, for school counsellors and parents, more urgent.
In March 2026, Anthropic — the company behind Claude, one of the world’s most sophisticated AI systems — published a research paper that every school principal, counsellor, and parent of a Class 10 or 12 student should read. Not because it predicts catastrophe. It doesn’t. But because it defines, with real data, a problem that Indian education is almost completely unprepared for.
The report is called “Labor Market Impacts of AI: A New Measure and Early Evidence.” Its authors — economists Maxim Massenkoff and Peter McCrory — introduced a new way of measuring AI’s impact on jobs. Rather than speculating about what AI could theoretically do, they tracked what people are actually using AI for in professional settings, pulling anonymised data from millions of real interactions at work.
What they found should change how we counsel students.
The Finding: It’s Not About Jobs Disappearing. It’s About Doors Closing.
The careers that most Indian students target — IT, software engineering, finance, customer service management, legal support — are not going away. The firms, the salaries, the titles: these will persist. What is changing is the entry tier.
Historically, a young person joined a company as a junior analyst, a junior developer, or a support executive. In those first two years, they made mistakes, got mentored, figured out how the professional world actually worked. That apprenticeship tier — unremarkable, often tedious, essential — was the real “career school.” It was how raw graduates became competent professionals.
AI is absorbing those tasks faster than any other disruption in living memory. The coding a junior developer spent their first year doing. The financial modelling a first-year analyst ran through over and over. The customer queries handled by entry-level agents. These are precisely the high-volume, structured, rule-following tasks that AI performs most effectively.
“AI isn’t taking away careers. It’s narrowing the doorway that used to let young people into them. And right now, schools are not having this conversation.”
74.5%
of a programmer’s tasks already covered by AI in real settings
Anthropic, March 2026
14%
fall in hiring of workers aged 22–25 in AI-exposed occupations
Anthropic / Brynjolfsson
40%
reduction in workforce at Block (fintech), attributed to AI
Block Inc., March 2026
The most exposed occupations in the report are precisely the ones Indian students and parents consider “safe”: computer programming, financial analysis, customer service, marketing. Roles requiring physical presence — cooks, mechanics, carpenters, electricians — show almost no AI exposure.
There is a deep irony here. The trades that Indian parents often steer their children away from (“not prestigious enough”) are, by this analysis, significantly more durable. The “prestigious” knowledge careers that have defined middle-class aspiration for two generations are at the top of the exposure list.
What This Means for Students: The Skills That Are Becoming More Valuable, Not Less
It would be a mistake to read this as a reason for despair. The Anthropic report is not a death certificate for knowledge work. It is a map of which tasks are being automated — and just as importantly, which are not.
Tasks involving judgment under uncertainty, empathy, ethical reasoning, creative problem-solving, and leadership show almost no AI exposure. The report notes that roughly only 13% of tasks requiring genuine human curiosity, relational intelligence, and creative synthesis face meaningful AI disruption.
This is where the conversation for schools and parents has to shift. The question is not “which career is safe from AI?” The better question is: “What does my child bring to a career that compounds with AI rather than competing against it?”
The Skills That Compound With AI
Based on the Anthropic report and related research, these human attributes are increasing in professional value as AI handles routine cognitive tasks:
- Ethical judgment: Knowing when to override a system’s recommendation and why
- Communication clarity: Translating complex AI-generated output for human decision-makers
- Emotional intelligence: Managing client relationships, navigating conflict, building trust
- Creative synthesis: Connecting ideas across domains in ways AI cannot replicate
- Curiosity and adaptability: Continuously learning as the tools around you change
- Self-awareness: Knowing your values, your strengths, and how you work under pressure
These are not soft skills. They are the core capabilities that distinguish a professional who uses AI effectively from one who is replaced by it. And critically — these are not developed through exam preparation. They develop through the kind of self-reflection and guided exploration that good career counselling is designed to support.
The India Angle: Why Indian Schools Need to Act Now
India’s career counselling infrastructure is, to put it generously, still catching up. CBSE’s mandate for career counselling exists on paper. NEP 2020 speaks the right language about holistic development. But in most schools, “career guidance” still means handing students a brochure about engineering entrances in Class 11.
The India Skills Report 2025 estimated that fewer than 45% of Indian graduates are considered “industry-ready” by employers — and that was before AI began contracting the entry-level tier further. India’s IT sector, which has absorbed millions of young graduates for three decades, is already seeing analysts project 9–12% revenue erosion in routine-services work over the next four years.
The students currently in Class 9 and 10 will graduate into a labour market that looks substantially different from what their parents navigated. The schools that prepare them well will not be the ones with the best exam results — they will be the ones that helped students understand who they are, what they value, and how they work.
That is not a luxury. It is the most practical thing a school can offer.
What Parents Can Do: One Conversation Worth Having This Week
You don’t need a career counsellor to start this. Ask your child — tonight, at dinner, without making it a “conversation” — one question:
“Name three things you do well that a very smart computer couldn’t do.”
Most students have never been asked this. Some will laugh it off. Some will think for a long time. Some will surprise you completely. All of that is useful — because the answer, whenever it comes, is the beginning of a much more honest conversation about what their education is actually preparing them for.
Career Guidance Designed for the World Your Child Is Entering
At Rosemounts Institute, our career pathway work starts with a single question: not where do you want to go, but who are you? We’ve spent thirty years building the tools and frameworks to help students — and their parents — answer that question with honesty and clarity.