Besides, Axis Capital and Kotak Mahindra Capital have also been selected for managing the stake sale of the 'Maharatna' PSU, sources said.
This would be the first big PSU disinvestment to be managed by only Indian investment bankers.
The Cabinet had last week approved 10 per cent stake sale in Coal India.
As many as seven merchant bankers had bid for managing the disinvestment of Coal India.
Shares of Coal India today closed at Rs 335.90, up 1.07 per cent on BSE. At the current market prices, sale of 63.16 crore shares, or 10 per cent stake, would bring in around Rs 21,200 crore.
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The government had earlier extended deadline for the appointment of merchant bankers for the share sale in Coal India after global investment banks flagged concerns over the company allegedly not meeting green commitments.
Government currently holds 79.65 per cent in Coal India.
CIL was listed on November 4, 2010 and its market value stands at over Rs 2 lakh crore.
The stake sale would help the government march towards the PSU stake sale target of Rs 41,000 crore in the current fiscal. So far the government has been able to raise Rs 12,600 crore through stake sale in four PSUs.