Baker was educated at Trinity College, Stratford-upon-Avon and in 1883 followed his father into the Indian Police Service.
Baker berpendidikan di Trinity College, Stratford-upon-Avon dan pada 1883 ia mengikuti ayahnya di Kantor Polisi India.