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Economy & Business25 Oct 2026 · about 6 min

Comm min identifying AI-proof professions, sectors where India can take global lead: Goyal

The brief

“AI-proof professions” means occupations considered less vulnerable to replacement by artificial intelligence. The government is identifying them because India must plan opportunities for millions of people during rapid technological change. The aim is to find work where human involvement remains central. The minister contrasts these professions with sectors where AI mainly improves efficiency. In those areas, technology may raise productivity, reduce routine work, or support decision-making, but it does not necessarily remove the workforce. Handicrafts and handlooms are examples Goyal described as difficult for AI to replace because they depend on human skill and creativity. This distinction is guiding a Commerce Ministry exercise. It is not presented as a final list of guaranteed jobs. Instead, it is part of a broader strategy to develop India's strengths, support livelihoods, and create opportunities for its 1.4 billion people as technology changes work.

01

What does the government mean by “AI-proof professions,” and how are they different from jobs where AI mainly improves efficiency?

“AI-proof professions” means occupations considered less vulnerable to replacement by artificial intelligence. The government is identifying them because India must plan opportunities for millions of people during rapid technological change. The aim is to find work where human involvement remains central.

The minister contrasts these professions with sectors where AI mainly improves efficiency. In those areas, technology may raise productivity, reduce routine work, or support decision-making, but it does not necessarily remove the workforce. Handicrafts and handlooms are examples Goyal described as difficult for AI to replace because they depend on human skill and creativity.

This distinction is guiding a Commerce Ministry exercise. It is not presented as a final list of guaranteed jobs. Instead, it is part of a broader strategy to develop India's strengths, support livelihoods, and create opportunities for its 1.4 billion people as technology changes work.

02

Which sectors does Piyush Goyal identify as promising areas for India, and what human skills make them less easily replaced by AI?

Piyush Goyal identifies handicrafts, handlooms, culinary arts, and tourism as areas where India could take global leadership. These sectors matter because they build on capabilities India already possesses, rather than relying only on new technology. They could create opportunities while preserving important forms of work.

Their key advantage is human contribution. Traditional craftsmanship, design, cultural expression, cooking, and personal service are not easily reduced to automated processes. Goyal specifically said that no amount of AI can replace India's handicrafts and handlooms. He also pointed to India's large pool of skilled talent and youthful population.

The government is examining how to develop these strengths further. Support may combine private, government, people-led, and opportunity-led initiatives. The approach does not assume every activity needs incentives. It focuses on sectors where AI can assist efficiency while human abilities remain central.

03

How many people is India trying to create better opportunities for, and how large are the Indian-origin and student communities mentioned in Germany?

The scale of India's planning is enormous: Goyal spoke of improving the future lives of 1.4 billion people. The AI-focused exercise is therefore not only about technology or a few occupations. It is about finding sectors and strategies that can create broad opportunities as work changes.

Germany provides a major connection to India's talent base. Goyal said about 330,000 people of Indian origin live there, alongside nearly 60,000 to 70,000 students. During his visit, he addressed Indian science and technology researchers and students and discussed how some might contribute to India.

He said many students were excited about taking their learning back home. The government is exploring how to attract researchers, engineers, and scientists abroad by improving India's research and innovation environment. The stated goal is to support development and make returning to India more appealing.

04

What could happen to employment and India's economic strategy if AI replaces workers in some sectors but increases productivity in others?

If AI replaces workers in some sectors, employment could come under pressure, especially where tasks are easier to automate. If it mainly improves efficiency elsewhere, workers could remain involved while businesses produce more or deliver better services. The balance would shape India's economic choices.

The article's example is a planning exercise focused on professions where AI can add efficiency without necessarily replacing people. Handicrafts, handlooms, culinary arts, and tourism illustrate sectors where human skills remain important. At the same time, AI could support efficiency in such areas without removing their human character.

This could push India toward a mixed strategy. It may develop technology-intensive sectors while strengthening traditional, creative, and service-based work. Goyal said support could come through private, government, people-led, and opportunity-led initiatives. The article does not quantify possible job losses or productivity gains, but it makes broad opportunity creation the central goal.

05

Why might handicrafts, handlooms, culinary arts, and tourism give India an advantage in global markets despite advances in AI?

Handicrafts, handlooms, culinary arts, and tourism can give India an advantage because they draw on established human skills and cultural strengths. Their value is not only in producing an item or service. It also comes from creativity, tradition, and the human contribution behind the experience.

Goyal said no amount of AI can replace India's handicrafts and handlooms. A craftsperson's technique and creative choices remain central to those activities. Culinary arts and tourism similarly depend on skilled people and distinctive experiences. AI may support efficiency, but it does not remove the importance of human participation in the article's examples.

India can build on these strengths by combining traditional capabilities with different kinds of support. Goyal described a mix of private, government, people-led, and opportunity-led initiatives. Developing these areas could create opportunities at scale while helping India seek global leadership in sectors less vulnerable to replacement.

06

What kinds of support could help Indian researchers, engineers, and scientists working abroad return to India, besides higher salaries?

Indian researchers, engineers, and scientists abroad may need an enabling environment before deciding to return. Goyal said discussions showed that attracting talent was not merely a question of financial incentives. Support for research, innovation, and professional collaboration could matter just as much.

The government is considering how to provide that support. Goyal mentioned discussions with government colleagues, educational institutions, academia, leading research institutions, and industry. The aim is to understand what young researchers and talented engineers need to come and serve in India. This could include stronger institutional support and better connections across sectors.

The current effort began with conversations with Indian researchers and students in Germany. Goyal said many appeared excited about bringing their learning back to India. The forward plan is to explore practical ways to build an ecosystem that encourages return and enables talent to contribute to India's development.

07

How do partnerships among government, industry, universities, and research institutions turn a country's skilled population into innovation and long-term economic growth?

Partnerships can turn a skilled population into sustained innovation by connecting different strengths. Government can help shape support, educational institutions can develop talent, researchers can create knowledge, and industry can apply ideas. Working together can make research more useful and create more opportunities.

Goyal proposed forging partnerships among industry, academia, and researchers. He also referred to government colleagues, public and private educational institutions, and leading research institutions. The mechanism is cooperation: understand what talented people need, improve the surrounding ecosystem, and connect research with India's development priorities.

This approach is especially relevant to attracting Indians working abroad. Goyal said money alone may not persuade them to return. A supportive research and innovation environment could. Over time, stronger links across institutions may help India retain talent, develop its traditional and technological strengths, and build opportunities for its 1.4 billion people.

This brief was written by AI from the original reporting and checked by other models. Names, figures and quotes come from the source; read it for full context.

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