Bathurst was ordained deacon in 1840, and priest in 1841.[8] In 1848 he toured Switzerland with clerical friends, Ashton Oxenden and John Hamilton Forsyth; Forsyth was an invalid suffering from tuberculosis and died that year.[9][10] Around that time Oxenden became rector of Pluckley in Kent, and in his autobiography The History of My Life describes how he took on Bathurst as the first of his curates there: "Having at once secured the help of a brother clergyman, Robert Bathurst, on whose goodness and friendship I could fully reckon, I began my reign at Pluckley."[11][12]
Bathurst married in 1852 Jane Harkness, eldest daughter of the Rev. Robert Harkness.[14]
Cricketer
Bathurst made six appearances for the Oxford University cricket team, playing against both the Cambridge and Marylebone Cricket Club teams.[15] A batsman of unknown handedness, Bathurst opened the batting for his University team, scoring fifty-five runs across twelve innings at a low average of 4.58 runs and a best of 22.[3]
Outside of the University team, Bathurst also played for his alma mater, Winchester College, against teams from Eton and Harrow.[16]