Watson was elected a fellow of the Royal Society in 1881 and given an honorary D.Sc. by Cambridge in 1883. He was nominated by the Senate of Cambridge University to represent it as a governor on the King Edward's Foundation in Birmingham. He was bailiff of King Edward's School for three years.