 Rajan's sister is married to an Indian Administrative Service officer and is a French teacher in New Delhi.Rajan's younger brother, Mukund Rajan, was born in Chennai in 1968.He was the Brand Custodian and Chief Ethics Officer of Tata Sons

Rajan is a vegetarian.