The first of the four innovation centres for new technologies like artificial intelligence (AI) and machine learning will open in August in Indiana, the home state of US Vice President Mike Pence.
The centre is expected to create 2,000 jobs for American workers by 2021, Infosys CEO Vishal Sikka told PTI.
Infosys, which employs about 2,00,000 people globally, will expand its local hiring in the US as it battles visa curbs imposed by the Trump administration that has made sending engineers to the US costly.
The location of the other three centres will be decided over the next few months. These hubs will not only train people on technology and innovation but also help in working closely with clients in key industries like financial services, manufacturing, healthcare, retail and energy.
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The North American market accounted for over 60 per cent of Infosys' USD 10.2 billion revenue in the 2016-17 fiscal.
Sikka, however, said these steps were not being taken just to mitigate the impact of stricter visa norms in the US.
"As work becomes more next-gen, you need a more healthier mix of global and local talent and so you need to re-think the traditional, what has historically been called 'global delivery model', and bring in a lot more talent locally," he added.
Over the past few weeks, there has been a growing sentiment of protectionism across various markets, including the US, that are seeking to safeguard jobs for locals and raising the bar for foreign workers.
In IT firms' defence, industry body Nasscom had said these two companies accounted for only 7,504 -- 8.8 per cent -- of the approved H-1B visas in 2014-15. At the end of March 2017, Infosys had over 2 lakh people on its payroll. Tech companies use work permits like H-1B visa (in the US) to send engineers to work on client sites.
Sikka, however, declined to comment on the investment and current mix of locals and global hires in the US.
Infosys -- which has over two lakh people on its payroll -- has already hired over 2,000 people in the US in the last few years under Sikka.
The 10,000 people that will be hired will include experienced technology professionals and recent graduates from major universities, and local and community colleges.
Since 2015, Infosys has trained more than 134,000 students, over 2,500 teachers and almost 2,500 schools across America and provided classroom equipment, through Infosys Foundation USA.
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