The Rawstorne family hailed from Lancashire, where they owned Penwortham Priory and Hutton Hall.
He was educated at Brasenose College, Oxford, where he graduated in 1846, was ordained deacon in 1848 and as a priest in 1849 by James Prince Lee, Bishop of Manchester.
[2] Following a nomination by a kinsman, he received a perpetual curacy at Penwortham in 1852, and was appointed Vicar of Balderstone in 1859, a position he held until 1897.
[2] His second son, Henry Fielden Rawstorne (1859–1924) married Mabel Katharina Whalley-Smythe-Gardiner (died 1892), the only child and heir of Sir John Brocas Whalley-Smythe-Gardiner, 4th and last Baronet of Roche Court, in 1887.
Their daughter, Mabel Dorothy Rawstorne (1889–1936), was the second wife of Vice-Admiral Sir William Fane De Salis (1858–1939).