 He was Dean of Westminster (1756–1768).He was elected a Fellow of the Royal Society in June 1720.Towards the end of Isaac Newton's life, Pearce assisted him on chronology

There is a monument to Pearce in the Church of St Peter and St Paul, Bromley.