Kay attended all-boys public school Dulwich College, graduating in 1997, and Imperial College London, where he read medicine and graduated in 2004. During his time at medical school, Kay he started performing in medical school shows in 1998.[2] While at medical school, he founded the musical comedy group Amateur Transplants and wrote for BBC Radio 4.[3]