Jay was born in India and grew up in Bangalore. She attended Sophia High School until 1986. She graduated with a BA degree from Mount Carmel College in 1991. Jay is trained in Bharatanatyam and contemporary dance. She went to Britain on a Charles Wallace Scholarship for her MA degree in Dance Theatre at the Laban Centre. After graduating, she performed a season with the Shobana Jaysingh Dance Company.