India is emerging as one of the world's most closely watched markets for understanding how artificial intelligence will affect jobs and employment. While AI related hiring is reportedly increasing faster than job losses in several sectors, the technology is also changing the structure of the labour market and creating different opportunities for workers with different levels of skills.
According to the analysis cited in the report, India could become an important test case because of its large workforce, rapidly expanding technology sector and significant presence in business services. The country's economy combines highly skilled technology professionals with millions of workers employed in roles that could be affected by automation and AI based systems.
The impact of artificial intelligence on employment is therefore unlikely to be uniform. Some workers may benefit from the growing demand for AI related skills, while others could face pressure as companies automate repetitive or standardised tasks.
This development is contributing to what analysts describe as a two tier labour market. On one side are workers with skills that complement artificial intelligence. These include professionals involved in software development, data analysis, AI implementation, cybersecurity and other technology related areas.
On the other side are workers whose responsibilities involve routine tasks that can increasingly be performed by automated systems. Their roles may not disappear immediately, but the nature of their work could change significantly as companies adopt AI tools.
India's position in the global technology industry makes the issue particularly important. The country has a large information technology and business process services sector that employs millions of people and provides services to companies around the world.
For decades, India's technology and outsourcing industries have benefited from the availability of a large English speaking workforce. Artificial intelligence is now changing the way many of these services are delivered.
Tasks that previously required large teams of employees can increasingly be supported by automated software. Companies can use AI to process information, generate content, analyse documents, assist customers and perform other routine activities.
However, AI adoption can also create new employment opportunities. Businesses need professionals who can develop, deploy, monitor and manage AI systems. Workers who understand both technology and industry specific requirements may become increasingly valuable.
This means that the overall effect of AI on employment cannot be measured simply by counting jobs lost to automation. New categories of employment can emerge as businesses adopt new technologies.
The key challenge is whether workers whose jobs are affected by AI can move into these emerging opportunities. Skills development and retraining will therefore become increasingly important.
India has a large young workforce, which could provide an advantage if workers are able to acquire the skills required for an AI driven economy. Educational institutions, companies and government programmes may all have a role to play in preparing workers for changing employment conditions.
The transition will not necessarily be smooth. Workers in routine occupations may not have the technical background required for new AI related positions. Training programmes will therefore need to focus not only on advanced programming but also on practical digital skills and the ability to work effectively with AI tools.
Businesses are also likely to change their hiring strategies. Instead of replacing entire teams with technology, companies may combine smaller workforces with AI systems that increase employee productivity.
This could result in higher demand for workers who can use AI effectively. Employees who know how to supervise automated systems, verify AI generated information and apply technology to specific business problems could gain an advantage.
The development could also affect wages. Workers with specialised skills may see stronger demand and potentially higher salaries, while employees in roles that can be automated may face slower wage growth or increased competition.
This creates an important policy challenge for India. Economic growth driven by AI could increase productivity and create new industries, but the benefits may not be distributed equally across the workforce.
The technology sector is likely to remain at the centre of this transformation. India's established technology ecosystem provides companies with access to engineers, developers and digital professionals who can help implement AI systems.
At the same time, AI adoption is expanding beyond traditional technology companies. Banks, retailers, manufacturers, healthcare organisations, media companies and other businesses are increasingly exploring AI applications.
As adoption spreads, the impact on employment could become more widespread. Jobs that were previously considered relatively secure may also experience changes as businesses identify tasks that can be automated or augmented by AI.
The rise of AI does not necessarily mean that human workers will become unnecessary. In many occupations, technology is more likely to change the way employees work rather than completely replace them.
Human judgement, communication, creativity, management and specialised expertise can remain important even when routine tasks are automated. Workers who combine these abilities with AI literacy could be particularly well positioned.
India's large labour market makes the country's experience especially relevant to other developing economies. Countries with similar workforce structures may look to India's experience to understand how AI adoption affects employment, wages and productivity.
The next few years could therefore provide valuable evidence about whether AI creates more jobs than it eliminates and how quickly workers can transition between occupations.
The distinction between job creation and job displacement will remain central to the debate. New AI related positions may grow rapidly, but the workers losing traditional roles may not always be the same people who qualify for emerging jobs.
This skills mismatch could become one of the biggest challenges associated with AI adoption.
Companies may need to invest more heavily in employee training and internal mobility. Rather than relying entirely on external recruitment, businesses could retrain existing employees to work alongside new technologies.
For workers, continuous learning may become increasingly important. Familiarity with AI tools could become a basic requirement across many professions, much as computer skills became essential in previous decades.
India's large pool of technology professionals provides a strong foundation, but the broader workforce will determine how inclusive the transition becomes.
If AI increases productivity while creating sufficient new employment opportunities, India could benefit significantly from the technology. Higher productivity could support economic growth, business expansion and new industries.
If the benefits are concentrated among a relatively small group of highly skilled workers, however, the country could face a widening divide between workers who benefit from AI and those whose employment opportunities become more limited.
This is why India's experience is attracting attention from economists, businesses and policymakers. The country combines rapid AI adoption with a huge and diverse labour market, making it an important environment for studying the real world effects of the technology.
The emerging two tier labour market highlights the need for effective skills development, education and workforce policies. The future impact of AI will depend not only on how quickly companies adopt the technology but also on how effectively workers are prepared to adapt.
For India, artificial intelligence represents both an opportunity and a challenge. The technology could create new industries, improve productivity and generate demand for specialised skills. At the same time, it could disrupt traditional employment patterns and increase pressure on workers in routine occupations.
The country's ability to manage this transition could determine whether AI becomes a broad based economic opportunity or a source of greater inequality in the labour market. That makes India an important global test case for the future relationship between artificial intelligence and jobs.